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Highlights China's high-profile jawboning draws attention to tightness in metals markets, and raises the odds the State Reserve Board (SRB) will release some of its massive copper and aluminum stockpiles in the near future. Over the medium- to long-term, the lack of major new greenfield capex raises red flags for the IEA's ambitious low-carbon pathway released last week, which foresees the need for a dramatic increase in renewable energy output and a halt in future oil and gas investment to achieve net-zero emissions by 2050. Copper demand is expected to exceed mined supply by 2028, according to an analysis by S&P, which, in line with our view, also sees refined-copper consumption exceeding production this year (Chart of the Week). A constitution re-write in Chile and elections in Peru threaten to usher in higher taxes and royalties on mining in these metals producers, placing future capex at risk. Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk. We remain bullish copper and look to get long on politically induced sell-offs as the USD weakens. Feature Politicians are inserting themselves in the metals markets' supply-demand evolutions to a greater degree than in the past, which is complicating the short- and medium-term analysis of prices. This adds to an already-difficult process of assessing markets, given the opacity of metals fundamentals – particularly inventories, which are notoriously difficult to assess. Chinese Communist Party (CCP) jawboning of market participants in iron ore, steel, copper and aluminum markets over the past two weeks has weakened prices, but, with the exception of steel rebar futures in Shanghai – down ~ 17% from recent highs, and now trading at ~ 4911 RMB/MT –  the other markets remain close to records.  Benchmark 62% Fe iron ore at the port of Tianjin was trading ~ 4% lower at $211/MT, while copper and aluminum were trading ~ 5.5% and 6.5% off their recent records at $4.535/lb and $2,350/MT, respectively. In addition to copper, aluminum markets are particularly tight (Chart 2). Jawboning aside, if fundamentals continue to keep prices elevated – or if we see a new leg up – China's high-profile jawboning could presage a release by the State Reserve Board (SRB) of some of its massive copper and aluminum stockpiles in the near term. In the case of copper, market guesses on the size of this stockpile are ~ 2mm to 2.7mm MT. On the aluminum side, Bloomberg reported CCP officials were considering the release of 500k MT to quell the market's demand for the metal. Chart of the WeekContinue Tightening In Copper Expected Chart 2Aluminum Remains Tight Brownfield Development Not Sufficient Our balances assessments continue to indicate key base metals markets are tight and will remain so over the short term (2-3 years). Economies ex-China are entering their post-COVID-19 recovery phase. This will be followed by higher demand from renewable generation and grid build-outs that will put them in direct competition with China for scarce metals supplies for decades to come. Markets will continue to tighten. In the bellwether copper market, we expect this tightness to remain a persistent feature of the market over the medium term – 3 to 5 years out – given the dearth of new supply coming to market. Copper prices are highly correlated with the other base metals (Chart 3) – the coefficient of correlation with the other base metals making up the LME's metals index is ~ 0.86 post-GFC – and provide a useful indicator of systematic trends in these markets. Chart 3Copper Correlation With LME Index Ex-Copper Copper ore quality has been falling for years, as miners focused on brownfield development to extend the life of mines (Chart 4). In Chart 5, we show the ratio of capex (in billion USD) to ore quality increases when capex growth is expanding faster than ore quality, and decreases when capex weakens and/or ore quality degradation is increasing. Chart 4Copper Capex, Ore Quality Declines Chart 5Capex-to-Ore-Quality Decline Set Market Up For Higher Prices Falling prices over the 2012-19 interval coincide with copper ore quality remaining on a downward trend, likely the result of previous higher prices that set off the capex boom pre-GFC. The lower prices favored brownfield over greenfield development. Goehring and Rozencwajg found in their analysis of 24 mines, about 80% of gross new reserves booked between 2001-2014 were due not to new mine discoveries but to companies reclassifying what was once considered to be waste-rock into minable reserves, lowering the cut-off grade for development.1 This is consistent with the most recent datapoints in Chart 5, due to falling ore grade values, as companies inject less capex into their operations and use it to expand on brownfield projects. Higher prices will be needed to incentivize more greenfield projects. A new report from S&P Global Market Intelligence shows copper reserves in the ground are falling along with new discoveries.2 According to the S&P analysts, copper demand is expected to exceed mined supply by 2028, which, in line with our view, sees refined-copper consumption exceeding production this year. Renewables Push At Risk Just last week, the IEA produced an ambitious and narrow path for governments to collectively reach a net-zero emissions (NZE) goal by 2050.3 Among its many recommendations, the IEA singled out the overhaul of the global electric grid, which will be required to accommodate the massive renewable-generation buildout the agency forecasts will be needed to achieve its NZE goals. The IEA forecasts annual investment in transmission and distribution grids will need to increase from $260 billion to $820 billion p.a. by 2030. This is easier said than done. Consider the build-out of China's grid, which is the largest grid in the world. To become carbon neutral by 2060, per its stated goals, investment in China’s grid and associated infrastructure is expected to approach ~ $900 billion, maybe more, over the next 5 years.4 The world’s largest fossil-fuel importer is looking to pivot away from coal and plans to more than double solar and wind power capacity to 1200 GW by 2030. Weening China off coal and rebuilding its grid to achieve these goals will be a herculean lift. It comes as no surprise that IEA member states have pushed back on the agency's NZE-by-2050 plan. This primarily is because of its requirement to completely halt fossil-fuel exploration and spending on new projects. Japan and Australia have pushed back against this plan, citing energy security concerns. Officials from both countries have stated that they will continue developing fossil fuel projects, as a back-up to renewables. Japan has been falling behind on renewable electricity generation (Chart 6). Expensive renewables and the unpopularity of nuclear fuel could make it harder for the world’s fifth largest fossil fuels consumer to move away from fossil fuels. Around the same time the IEA released its report, Australia committed $464 million to build a new gas-fired power station as a backup to renewables. Chart 6Japan Will Continue Building Fossil-Fuel Back-Up Generation Just days after the IEA report was published, the G7 nations agreed to stop overseas coal financing. This could have devastating effects for emerging and developing nations‘ electricity grids which are highly dependent on coal. In 2020 70% and 60% of India and China’s electricity respectively were produced by coal (Chart 7).5 Chart 7EM Economies Remain Reliant On Coal-Fired Generation Near-Term Copper Supply Risks Rise Even though inventories appear to be rebuilding, mounting political risks keep us bullish copper (Chart 8). Lawmakers in Chile and Peru are in the process of re-writing their constitutions to, among other things, raise royalties and taxes on mining activities in their respective countries. This could usher in higher taxes and royalties on mining for these metals producers, placing future capex at risk. In addition, Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk.6 None of these events is certain to occur. Peruvian elections, for one thing, are too close to call at this point, and Chile has a history of pro-business government. However, these are non-trivial odds – i.e., greater than Russian roulette odds of 1:6 – and if any or all of these outcomes are realized, higher costs in copper and lithium prices would result, and miners would have to pass those costs on to buyers. Bottom Line: We remain bullish base metals, especially copper. Another leg up in copper would pull base metals higher with it. We would look to get long on politically induced sell-offs, particularly with the USD weakening, as expected Chart 8Global Copper Inventories Rebuilding But Still Down Y/Y   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com     Commodities Round-Up Energy: Bullish Next Tuesday's OPEC 2.0 meeting appears to be a fairly staid affair, with little of the drama attending previous gatherings. Russian minister Novak observed the coalition would be jointly "calculating the balances" when it meets, taking into account the likely official return of Iran as an exporter, according to reuters.com. We expect a mid-year deal on allowing Iran to return to resume exports under the nuclear deal abrogated by the Trump administration in 2019, and reckon Iran has ~ 1.5mm b/d of production it can bring back on line, which likely would return its crude oil production to something above 3.8mm b/d by year-end. We are maintaining our forecast for Brent to average $64.45/bbl in 2H21; $75 and $78/bbl, in 2022 and 2023, respectively. By end 2023, prices trade to $80/bbl. Our forecast is premised on a wider global recovery going into 2H21, and continued production discipline from OPEC 2.0 (Chart 9). Base Metals: Bullish Our stop-losses was elected on our long Dec21 copper position on May 21, which means we closed the position with 48.2% return. The stop loss on our long 2022 vs short 2023 COMEX copper futures backwardation recommendation also was elected on May 20, leaving us with a return of 305%. We will be looking for an opportunity to re-establish these positions. Precious Metals: Bullish We expect the collapse in bitcoin prices, the US Fed’s decision to not raise interest rates, and a weakening US dollar to keep gold prices well bid (Chart 10). China’s ban on cryptocurrency services and Musk’s acknowledgment of the energy intensity of Bitcoin mining sent Bitcoin prices crashing. The Fed’s decision to keep interest rates constant, despite rising inflation and inflation expectations will reduce the opportunity cost of holding gold. According to our colleagues at USBS, the Fed will make its first interest rate hike only after the US economy has reached "maximum employment". The Job Openings and Labor Turnover Survey reported that job openings rose nearly 8% in March to 8.1 million jobs, however, overall hiring was little changed, rising by less than 4% to 6 million. As prices in the US rise and the dollar depreciates, gold will be favored as a store of value. On the back of these factors, we expect gold to hit $2,000/oz. Ags/Softs: Neutral Corn futures were trading close to 20% below recent highs earlier in the week at ~ $6.27/bu, on the back of much faster-than-expected plantings. Chart 9 Chart 10     Footnotes 1     Please refer to Goehring & Rozencwajg’s Q1 2021 market commentary. 2     Please see Copper cupboard remains bare as discoveries dwindle — S&P study published by mining.com 20 May 2021. 3    Please see Net Zero by 2050 – A Roadmap for the Global Energy Sector, published by the IEA. 4    Please see China’s climate goal: Overhauling its electricity grid, published by Aljazeera.  5    We discuss this in detail in Surging Metals Prices And The Case For Carbon-Capture published 13 May 2021, and Renewables ESG Risks Grow With Demand, which was published 29 April 2021.  Both are available at ces.bcaresearch.com. 6    Please see A game of chicken is clouding tax debate in top copper nation, Fujimori looks to speed up projects to tap copper riches in Peru and Codelco says 40% of its copper output at risk if glacier bill passes published by mining.com 24, 23 and 20 May 2021, respectively.    Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Bank Credit Analyst

Highlights Domestic and foreign supply-side constraints are now exerting a significant effect on the US economy. Consumer prices may increase at a faster pace than we initially expected over the coming 3-4 months, but supply-side constraints are likely to wane later this year and thus do genuinely appear to be transitory. The idea that even a temporary period of high inflation could persist over the longer term has legitimate grounding in macro theory, and is explicitly recognized in the Fed’s inflation framework. But it would necessitate a very large increase in inflation expectations, which have yet to rise to abnormal levels. The baseline for inflation has shifted back closer to the Fed’s target, but deviations above or below target over the coming 12-18 months are likely to be driven by demand-side rather than supply-side factors. The Fed’s checklist for liftoff now entirely depends on employment, and there are compelling arguments in favor of outsized jobs growth in the second half of the year that would move forward the timing of the first rate hike. But the reality for investors is that there is tremendous uncertainty concerning the magnitude of these job gains, given the likelihood of some lasting changes to consumer behavior following the pandemic. Visibility about the employment consequences of these changes will remain very low until investors receive more information about likely urban office footprint and downtown commuter presence, the speed at which international travel will return, and to what degree any pandemic control measures remain in place in the second half of the year. For now, investors should remain cyclically overweight stocks versus bonds, short duration, and invested in other procyclical positions, with an eye to reassess the monetary policy and growth outlook in the late summer / early fall. Feature Chart I-1Investors Have Focused On The April Jobs And Inflation Data Investors’ attention in May was focused squarely on two, ostensibly contradictory US data surprises: an extremely disappointing April jobs report, and a surge in consumer prices (Chart I-1). Abstracting from the typically lagging nature of consumer prices, a weak labor market is typically disinflationary / deflationary, not inflationary. But this is only to be expected in a typical environment where demand-side factors are predominantly driving the jobs market and the pricing decisions of firms, and the April data has made it clear that domestic and foreign supply-side constraints are now exerting a significant effect on the US economy, more forcefully than we initially thought. This warrants a further analysis of our prior view that supply-side effects would have a moderate effect on activity and prices this year, which we present below. A Deep Dive Into April’s Employment And Inflation Data Chart I-2 shows the difference between the April monthly gain in US jobs by industry compared with those of March. Almost all US industries saw a slower pace of jobs gains in April than March, but the slowdown was particularly acute in the professional & business services, transportation & warehousing, education & health services, construction, and manufacturing industries. By contrast, leisure & hospitality, the industry with the largest employment gap relative to pre-pandemic levels, saw a faster pace of April job gains relative to March. Chart I-2Breaking Down Disappointing April Payroll Gains In our view, several facts from the April jobs report characterize the labor market as being in a transition towards a post-pandemic state, but also legitimately impacted by labor supply constraints at the low-skilled and blue-collar levels: Within professional & business services, almost all of the slowdown in monthly job gains occurred within temporary help services. Temp help services is a cyclical employment category over the longer-term, but over short periods of time it can also be negatively correlated with gains in full-time positions. April saw a large decline in the number of employed persons at work part time, suggesting that the slowdown in temp help may reflect a shift back to full-time work. Within transportation & warehousing, the slowdown in jobs was entirely attributed to the couriers and messengers subsector, which includes delivery services. In combination with the acceleration in jobs in the leisure & hospitality sector, this likely reflects a shift away from home food delivery towards in-person restaurant orders and the use of aggressive hiring tactics by restaurant owners (including advertisements of cash bonuses following 90 days of completed work, paid vacations, health insurance, and other perks). The slowdown in jobs growth in the construction & manufacturing industries is likely due to two, separate supply constraints: the negative impact of higher input costs such as lumber, semiconductors, and other raw materials, as well as the disincentivizing effects of supplementary unemployment benefits that appears to be limiting the willingness of lower-wage workers to return to work. Chart I-3April's Rise In Core CPI Was Extreme, Even After Removing Some Outliers On the inflation front, Chart I-3 highlights that the April surge in core consumer prices did not just occur because of year-over-year base effects, but because of significant month-over-month increases in prices. Outsized gains in used car prices driven by the impact of the semiconductor shortage on new car production, as well as surging airline fares, did significantly contribute to April’s month-over-month gain, but the dotted line in the chart highlights that the monthly change would still have been extreme relative to history even if these components had increased instead at a 2% annual rate. Taken together, the April employment and inflation data, in conjunction with surveys of US firms as well as the trend in commodity prices, suggest that the labor market and consumer prices are being affected by four separate but related factors: An underlying demand effect, driven by extremely stimulative fiscal & monetary policy as well as economic reopening; A domestic labor shortage Coordination failures and bottlenecks impacting the production of key supply chain components and resource inputs Coordination failures and bottlenecks impacting the logistics of international trade Strong domestic aggregate demand is not likely to wane over the coming 6-12 months, which has been the basis for our view that inflation would rise to modestly above-target levels this year. Given this new evidence of their prominence and impact, it does seem likely that the remaining three supply-side factors will persist for a few more months, suggesting that core inflation may remain quite elevated over the near term. But several points underscore why it remains difficult to accept a view that supply-side factors will remain an important driver of employment and consumer price trends on a 1-year time horizon. Chart I-4Home Schooling Is Impacting The Labor Market First, domestic labor shortages are occurring in the context of a gap of 8.2 million jobs relative to pre-pandemic levels, underscoring that substantial barriers to returning to work exist. The three most cited barriers are an unwillingness to return to employment for health reasons, an unwillingness to return to work because of supplementary unemployment insurance benefits that are in excess of regular income, and an inability to return to work due to childcare requirements. For example, Chart I-4 highlights that the labor force participation rate has declined the most for women with young children, whose children in many cases are being schooled online rather that in person. But all three of these factors are clearly linked to the pandemic, and are likely to be greatly reduced (or eliminated) in the fall once schools have reopened and income support has ended. Federal supplementary UI benefits are set to expire by labor day, and several US states have already opted out of the program – with benefits set to end in June or July.1 Second, global producers of important commodity inputs (such as lumber) significantly cut production last year under the expectation that the pandemic would greatly reduce spending, only to be whipsawed by a surge in demand stemming from a combination of working from home effects and a massive policy response. Chart I-5 highlights that US industrial production of wood products fell to -10% on a year-over-year basis last April, but that it has subsequently rebounded to a new high. Unlike other supply chain inputs, global semiconductor sales did not decline last April (in the face of enormous PC, tablet, and server/data center demand), but Chart I-6 highlights that DRAM prices, lumber prices, and prices of raw industrial goods may be peaking or have already peaked. Chart I-5Lumber Prices Are Soaring, In Part, Because Supply Was Cut Last Year Chart I-6Costs of Key Inputs May Be Peaking (Or Have Peaked) Chart I-7Logistical Issues, Which Will Be Resolved, Are Driving Shipping Costs Third, while some market participants have attributed the enormous rise in global shipping costs entirely to the underlying demand effect that we noted above, Chart I-7 highlights that this is clearly not the case. The chart shows that the surge in loaded inbound container trade to the Los Angeles and Long Beach ports, to its strongest level since the inception of the data in the mid 1990s, could potentially explain a 75-100% year-over-year rise in shipping costs – less than half of the 250% surge that has occurred over the past 12 months. This strongly points to logistical issues such as the incorrect positioning of cargo containers amid pandemic-related port congestion (and other disruptions such as the temporary grounding of the Ever Given in the Suez canal) as the dominant driver of global shipping costs, which have likely pushed up US non-oil import prices by more than what would normally be implied by the decline in the US dollar (Chart I-8). Global shipping costs have yet to peak, but we expect that these logistical problems will likely be resolved sometime in Q3, or potentially over the summer. This view is underpinned by the fact that the number of global container ships arriving on time rose in March, the first month-over-month increase since June of last year.2 Chart I-8Rising Transport Costs Have Pushed Up US Import Prices For investors, the key conclusion of this review is that while consumer prices may increase at a faster pace than we initially expected over the coming 3-4 months, supply-side factors are clearly driving outsized gains, and have likely or definite end points before the end of the year. As such, despite the surprising magnitude of these supply-side factors, they do genuinely appear to be transitory. The “Transitory” Debate Most investors would agree that 3-4 months of outsized consumer price increases would not be, in and of themselves, economically significant or investment relevant. But the question of whether even a temporary period of high inflation could persist over a 12-month or multi-year time horizon has become prominent in the marketplace, with some investors believing that it has high odds of fueling an already-established, demand-side narrative supporting higher prices in a way that becomes self-reinforcing among consumers and firms. Indeed, this view has a legitimate grounding in macro theory, and is explicitly recognized in the Fed’s inflation framework – which is called the expectations-augmented or Modern-Day Phillips Curve (“MDPC”). In anticipation of the coming debate about inflation and its causes, we thoroughly reviewed the MDPC in our January report.3 One crucial takeaway from the MDPC framework is that economic activity relative to its potential determines the degree to which inflation deviates from expectations of inflation, not the Fed’s inflation target. If, for example, inflation expectations are meaningfully below target, then the Fed would need to aim for an unemployment rate below its natural rate for some period of time in an attempt to re-anchor expectations closer to its target rate (based on the view that inflation expectations adapt to the actual inflation experience). This is essentially what occurred in the latter half of the last economic expansion, and is what motivated the Fed’s shift to its average inflation targeting regime. The Modern-Day Phillips Curve is “modern” because of the experience of inflation in the late 1960s and 1970s, where ever-rising expectations for inflation (alongside extremely easy monetary policy) became self-reinforcing and caused core PCE inflation to rise to high single-digit territory in the second half of the decade. Thus, the notion that elevated consumer prices over the short-term could increase actual inflation over the longer term via higher expectations – meaning that it would not be transitory – is plausible. Chart I-9The Fed's New Index Of Common Inflation Expectations (CIE) Is it likely? In our view, while the odds have increased somewhat over the past month, the answer is no. Chart I-9 presents the Fed’s quarterly index of common inflation expectations (CIE), alongside a model designed to track movements in the index on a monthly frequency. While the Fed’s index includes over 21 inflation expectation indicators, our condensed model uses just six: the 10-year annualized rate of change in headline inflation, the 10-year annualized rate of change in the headline PCE deflator, 5-year/5-year forward and 10-year/10-year forward TIPS breakeven inflation rates, the 3-month moving average of long-term surveyed consumer expectations for inflation, and a proprietary measure of inflation expectations based on an adaptive expectations framework. Chart I-10 highlights that among these six series (shown standardized since mid 2004), three of them have risen quite significantly over the past year: long-dated TIPS breakeven inflation rates (5-5 and 10-10), and long-term consumer expectations for inflation. In our view, the latter series from the University of Michigan is one of the most important for investors to monitor over the coming year, as it is one of the few available measures of “main-street” inflation expectations with a long history. Chart I-10Important Drivers Of The CIE Index Have Risen, But From A Low Base Chart I-11A Deeply Negative Output Gap Last Cycle Made Inflation Expectations Vulnerable To Shocks But while the series in the top panel of Chart I-10 have risen sharply, they are rising from an extremely low base and are currently only fractionally above their average since 2004. As noted in our January report, inflation expectations fell significantly in 2014 first because they were highly vulnerable to shocks following a long period of a deeply negative output gap (Chart I-11), and second because they were catalyzed by a substantial US dollar / oil price shock that occurred in that year. We noted above that the odds of extreme near-term price changes ultimately becoming non-transitory have risen somewhat, and Chart I-12 highlights why. The chart presents the annual change in long-term consumer expectations of inflation alongside the annual change in 2-year government bond yields, and notes that the past three cases of a similar-sized spike in expectations were all ultimately met with either a significant rise in short-term interest rates or a major deflationary shock – neither of which we expect to occur over the coming year. Chart I-12Other Consumer Price Expectation Spikes Have Been Met By Rising Rates Or A Deflationary Shock However, the fact that the rise in expectations clearly has a mean-reversion component to it, and that the supply-side factors driving month-over-month price increases are temporary in nature, argues against the idea that expectations will rise above the average that prevailed from 2002 – 2014. This suggests that while the baseline for inflation has moved back closer to the Fed’s target, deviations above or below target are likely to be driven by demand-side rather than supply-side factors. The Fed’s Checklist: Focus On Employment Table I-1The Fed’s Checklist For Liftoff From an investment perspective, the outlook for inflation is important mostly because of its implications for Fed policy, and thus interest rates and equity valuation multiples. My colleague Ryan Swift, BCA’s US Bond Strategist, has presented the Fed’s checklist for liftoff in Table I-1. The Fed has been explicit that they will not raise interest rates until all three boxes are checked, regardless of what is occurring to inflation expectations or actual inflation. The first box in the list is essentially checked, as tomorrow’s April Personal Income and Outlays report will very likely confirm that the core PCE deflator rose in excess of 2% (the headline PCE deflator was already in excess of this in March). And the third criterion is essentially a derivative of the other two, barring the emergence of a significant deflationary shock at the time that the Fed would otherwise begin to raise rates. This means that investors should be entirely focused on labor market developments, and whether they are consistent with the Fed’s assessment of maximum employment. Table I-2 highlights the average monthly nonfarm payroll growth that will be required for the unemployment rate to reach 3.5-4.5%, the range of the Fed’s NAIRU estimates. The table underscores that large gains will be required for the Fed’s maximum employment criteria to be met by the end of this year or year-end 2022, on the order of 410-830k per month. Table I-2Calculating The Distance To Maximum Employment But the nature of the pandemic and the factors that drove what is still an 8.2 million jobs gap underscore the extreme difficulty in forecasting what monthly job gains are likely to occur on average over the coming 12-18 months. From March to August of last year, monthly changes in nonfarm payrolls exceeded +/-1 million per month, with 20.7 million jobs lost in the month of April 2020 alone. Payroll gains averaged 3.8 million per month in the two months that followed, and if that pace were to be repeated this fall as schools reopen and supplementary unemployment benefits draw to a close in all states it would close 93% of the outstanding jobs gap. This implies that monthly job growth will follow a bimodal distribution over the coming year, with large gains in Q3/Q4 followed by a much more normal pace of jobs growth in Q1/Q2 2022. In our view, the outlook for Fed policy depends significantly on the magnitude of those outsized gains in employment this fall, and there are three main arguments favoring a larger pace of monthly job growth during this period. First, Table I-3 highlights that the jobs gap is most prominent in the leisure & hospitality, government, education & health services, and professional & business services industries, and several observations suggest that Q3/Q4 job gains in these sectors may be sizeable: Table I-3Breaking Down The Pandemic Employment Gap By Industry 70% of the government employment gap shown in Table I-3 can be attributed to education, as government employment also includes education employment at the state and local government level. Many of these jobs, along with those in the education & health services industry, are likely to recover in the fall as schools reopen across the country. As noted in our discussion of the April jobs data, the professional & business services industry includes the “administrative & support services” sector, which accounts for 85% of the overall job gap for the industry. These jobs have likely been impacted heavily by reduced office presence as well as business travel, and may recover further in the fall as many employees shift partially or fully away from working from home. Chart I-13Leisure & Hospitality Employment Is Closely Tracking Hotel Occupancy Chart I-13 highlights that the year-over-year growth rates of leisure & hospitality employment and the US hotel occupancy rate are tracking each other quite closely, and that the latter is in a solid uptrend.4 While international travel is likely to remain muted this summer, the rebound in hotel occupancy suggests that Americans are choosing to travel domestically this year and that further gains in occupancy may occur over the coming months. Chart I-14 highlights the second argument in favor of a larger pace of monthly job growth in the second half of the year. The chart shows the clear relationship between reopening and the employment gap, with states that have fully reopened having substantially smaller gaps than states that have not. It is true that some states that have fully reopened are still experiencing a sizeable gap, but this is at least in part due to leisure & hospitality employment that is dependent on the travel patterns of consumers. For example, Nevada still has a 10% employment gap despite having fully reopened, clearly reflecting the impact of reduced tourism to Las Vegas. Thus, as all states move towards being fully reopened later this year, including large states such as New York and California, Chart I-14 suggests that the US jobs gap is likely to narrow significantly. Chart I-14US States That Have Reopened Have A Smaller Employment Gap Chart I-15Real Output Per Worker Is Not Likely To Rise Further Finally, Chart I-15 highlights that the 2020 recession is the only one in which real output per person rose sharply during the recession. It is true that productivity tends to rise over time and that it usually increases in the early phase of an economic recovery, but the rise in real output per worker last year clearly reflects the massive decline in employment and services spending that resulted from pandemic-related control measures and lockdowns. Our sense is that this sharp rise in real output per worker is not likely to be sustained following full reopening and the elimination of barriers to employment, and if real output per worker were to even modestly converge to its prior trend (the dotted line in Chart I-15) it would more than fully close the jobs gap shown in Table I-3 by the end of the year based on consensus growth forecasts for this year. Investment Conclusions Despite compelling arguments for outsized jobs growth in the second half of the year, the bottom line for investors is that there is tremendous uncertainty concerning its magnitude. It seems likely that there will be some lasting changes to consumer behavior following the pandemic, and visibility about the employment consequences of these changes will remain very low until investors receive more information about the likely urban office footprint and downtown commuter presence, the speed at which international travel will return, and the degree to which any pandemic control measures remain in place in the second half of the year. Given the Fed’s criteria for liftoff, developments that imply a pace of jobs recovery that is in line with or slower than the Fed’s unemployment rate projections will ensure that the monetary policy regime will remain supportive of risky asset prices over the coming year. If the employment gap closes rapidly in Q3/Q4, then investor expectations for the timing of the first rate hike will move sharply closer, which could act as a negative inflection point for stock prices. This is now more probable than it was a month ago, as Chart I-16 highlights that the OIS curve has shifted towards expectations of an initial rate hike at the end of next year or early 2023, from mid 2022 previously. Chart I-16Market Rate Hike Expectations Have Shifted Back To Late 2022 / Early 2023 Still, abstracting from knee-jerk market reactions, it is the pace of hikes and investor expectations for the terminal Fed funds rate that are the more important fundamental drivers of 10-year Treasury yields, and investors would need to see a very large revision to the latter in order for yields to rise to a point that would restrict economic activity or threaten equity market multiples. Such a revision is highly unlikely over the summer unless incoming evidence strongly suggests that the employment gap will be closed by the end of the year. As highlighted above, this may indeed occur later in the year, but probably not over the coming 3 months. For now, investors should remain cyclically overweight stocks versus bonds, short duration, and invested in other procyclical positions, with an eye to reassess the monetary policy and growth outlook in the late summer / early fall. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst May 27, 2021 Next Report: June 24, 2021 II. Global House Prices: A New Threat For Policymakers House prices are rising rapidly across the developed markets, in response to the extraordinary monetary and fiscal policy stimulus implemented to fight the pandemic. Evidence points to the house price surge being driven by monetary policy that has left real interest rates far below equilibrium levels. Supply factors are a secondary cause of the house price boom. Financial stability risks stemming from rising house prices are less acute than the pre-2008 experience, as overall household leverage has grown more slowly during the pandemic and global banks are better capitalized. Rapidly rising house prices are forcing some central banks to turn less accommodative earlier than expected. The recent hawkish turns by the Bank of Canada and Reserve Bank of New Zealand may be canaries in the coal mine for other central banks – perhaps even the Fed – if house prices and household leverage start rising together. The COVID-19 pandemic led to the sharpest economic recession since World War II, alongside an enormous rise in unemployment. Consensus expectations call for the output gap to be closed (or mostly closed) in most advanced economies by the end of this year, but it remains an open question how quickly these economies will be able to return to full employment amid potentially permanent shifts in demand for office space and goods sold at physical, “brick and mortar” retail locations. Despite this sizeable and swift economic shock, house price appreciation accelerated last year in the developed world. Chart II-1 highlights that US house prices rose at an 18% annualized pace in the second half of 2020, whereas they accelerated at a high-single digit pace in developed markets ex-US (on a GDP-weighted basis). This, in conjunction with a sharp rise in the household sector credit-to-GDP ratio (Chart II-2), has unnerved some investors while raising questions about the implications for monetary policy. Chart II-1House Prices Are Surging Around The World Chart II-2Rising Fears About Deteriorating Household Balance Sheets Before we discuss the investment implications of the global housing boom, however, we must first accurately determine the reasons why it is happening. The Work-From-Home Effect: Less Than Meets The Eye When analyzing the surprising behavior of the housing market last year, the working-from-home effect brought upon by the pandemic emerges as an obvious factor potentially explaining house price gains. Last year, following recommended or mandatory stay-at-home orders from governments, most office-based businesses rapidly shifted to work-from-home arrangements as an emergency response. However, in the month or two following the beginning of stay-at-home orders, several national US surveys found many office workers preferred the flexibility afforded by work-from-home arrangements. Many employers, correspondingly, found that the productivity of their employees did not suffer while working from home, or that it even improved. Several prominent corporations in the US have subsequently made some work-from-home options permanent, or even allowed employees to work from offices in a different city than they did prior to the pandemic. Newfound work-from-home options have undoubtedly created new demand for housing, and thus explained the surge in house prices seen over the past year in the minds of some investors. However, in our view, evidence from the US, the UK, and France suggests that the work-from-home effect better explains differences in price gains across housing types and within large metropolitan areas, rather than aggregate or national-level changes in house prices. Chart II-3 provides some quantification of the impact of work-from-home policies by plotting US resident migration patterns by city. This data has been compiled by CBRE, and the impact of COVID is shown as the change in net move-ins from 2019 to 2020 per 1000 people. This helps control for the underlying migration pattern that existed in US cities prior to the pandemic. Chart II-3Work From Home Policies Have Impacted Migration Trends… The chart highlights that the negative migration impact from COVID has been mostly concentrated in New York City and the three most populous cities on the West Coast (by metro area): Los Angeles, San Francisco, and Seattle. And yet, Chart II-4 highlights that house price inflation in these four cities has accelerated to a double-digit pace, only modestly below the national average. Chart II-4...But Cities With Outward Migration Still Have Very Strong House Price Gains The house price indexes shown in Chart II-4 represent aggregate, metro area trends, and clearly some regions within these metro areas have experienced house price deceleration or outright deflation versus gains in areas outside the urban core. But Chart II-5 highlights that house prices have declined in Manhattan basically in line with the change in net move-ins as a share of the population, underscoring that double-digit metro area-wide house price gains appear to be vastly disproportionate to changes in net migration. Similarly, Chart II-6 highlights that rents decelerated in the US over the past year but remained in positive territory and grew at a 3.5% annualized rate from February to April. Chart II-5In Manhattan, House Prices Have Tracked Net Migration Chart II-6Rent Costs Have Decelerated, But Have Not Contracted Evidence from Paris and London also suggests that a work-from-home effect is insufficient to explain broad house price gains. Panel 1 of Chart II-7 highlights that house prices in France have accelerated significantly, but that apartment prices have decelerated only fractionally in lockstep. Panel 2 shows that the acceleration in house prices does reflect a work-from-home effect, as prices have risen faster in inner Parisian suburbs. Panel 3, however, highlights that Parisian apartment prices, the dominant property type in the urban core, have decelerated modestly. Chart II-8 highlights that house price gains have not even decelerated in greater London; they have been merely been modestly outstripped by gains in Outer South East (outside of the Outer Metropolitan Area). Chart II-7In France, Parisian Apartment Prices Are Simply Lagging, Not Falling Chart II-8In The UK, Greater London Property Prices Are Accelerating     The Policy Effect: The Fundamental Driver Of The Housing Market Despite the broader location flexibility that work-from-home policies now provide to potential homeowners, it seems inconceivable that the housing market would have responded in the manner that it has over the past year given the size of the economic shock brought on by the pandemic without significant support from policy. Above-the-line fiscal measures to the pandemic have totaled in the double-digits in advanced economies (Chart II-9), and monetary policy has contributed to easier financial conditions via rate cuts, asset purchases, and sizeable programs to support financial market liquidity. Chart II-9There Has Been A Massive Fiscal Policy Response To The Crisis In fact, Charts II-10-II-13 present compelling evidence that fiscal and monetary policy have been the core drivers of significant house price gains over the past year. Charts II-10 and II-11 plot the above-the-line fiscal response of advanced economies against the year-over-year growth rate in house prices as well as its acceleration (the change in the year-over-year growth rate). The charts show a clearly positive relationship, with a stronger link between the pandemic fiscal response and the acceleration in house prices. Chart II-10Differences In Last Year’s Fiscal Response… Chart II-11…Help Explain Differences In House Price Gains Chart II-12Pre-Pandemic Differences In The Monetary Policy Stance… Chart II-13…Do An Even Better Job Of Explaining 2020 House Price Gains   Charts II-12 and II-13 highlight the even stronger link between house prices and the pre-pandemic monetary policy stance in advanced economies, defined as the difference between each country’s 2-year government bond yield and its Taylor Rule-implied policy interest rate as of Q4 2019. We construct each country’s Taylor Rule using the original specification, with core consumer price inflation, a 2% inflation target, and real potential GDP growth as the definition of the real equilibrium interest rate. The charts make it clear that easy monetary policy strongly explains house price gains in 2020, particularly the year-over-year percent change rather than its acceleration. This makes sense, given that monetary policy was already quite easy in many countries at the onset of the pandemic – meaning that changes were less pronounced than they would have been had interest rates been higher. The explanation that emerges from Charts II-10-II-13 is that historic fiscal easing, combined with an easy starting point for monetary policy – that became even easier last year – enabled demand from work-from-home policies to manifest during an extremely severe recession. We agree that work-from-home policies have shifted the geographic preferences of some home buyers and likely provided a new source of net demand from renters in urban cores purchasing homes in outlying areas. But we strongly doubt that the net effect of work-from-home policies in the midst of an extreme shock to economic activity would have caused the rise in house prices that we have observed, certainly not to this level, without major support from policy. This underscores that policy, and not the work-from-home effect, has and will likely remain the core driver of the global housing market. The Supply Effect: Mostly A Red Herring Chart II-14Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment One perennial question that emerges when analyzing the housing market, particularly in markets with outsized house price gains, is the impact of constrained supply. It is frequently argued that constrained supply is squeezing prices higher in many markets, and that the appropriate policy solution to extreme house price gains is to enable widespread housing construction – not to raise interest rates. We do not rule out the potential impact of constrained supply in certain cities or regional housing markets, and we have highlighted in previous research that a positive relationship does exist between population density in urban regions and median house price-to-income ratios.5 But as a broad explanation for supercharged house price gains, the supply argument appears to fall flat. Chart II-14 presents the most standardized measure of cross-country housing supply available for several advanced economies, the trend in real residential investment relative to real GDP over time. These series are all rebased to 100 as of 1997, prior to the 2002-2007 US housing market boom. The chart makes it clear that advanced economies generally fall into two groups based on this metric: those that have seen declines in real residential investment relative to GDP, especially after the global financial crisis (panel 1), and those that have experienced either an uptrend in housing construction relative to output or have seen a flat trend (panel 2). If scarce housing supply was the core driver of outsized house price gains, then we would expect to see stronger gains in the countries shown in panel 1 and smaller gains in the countries shown in panel 2. In fact, mostly the opposite is true: Charts II-15 and II-16 highlight that the relationship between the level of these indexes today relative to their 1997 or 2005 levels is positively related to the magnitude of house price gains last year, suggesting that housing market supply has generally been responding to demand over the past decade. The US and possibly New Zealand stand as possible exceptions to the trend, suggesting that relatively scarce supply may be boosting prices even further in these markets beyond what fiscal and monetary policy would suggest. Chart II-15Countries That Have Seen A Stronger Pace Of Residential Investment… Chart II-16…Have Experienced Stronger House Price Gains   Chart II-17Is This Not Enough Supply, Or Too Much Demand? As a final point about the inclination of investors to gravitate towards supply-side arguments related to the housing market, Chart II-17 presents a simple thought experiment. The chart shows a simple housing supply-demand curve diagram, in a scenario where the demand curve for housing has shifted out more than the supply curve has (thus raising house prices). Is this a scenario in which supply is too tight? Or is it a case in which demand is too strong? In our view, the tight supply answer is reasonable in circumstances where the increase in demand is normal or otherwise sustainable. But Charts II-10-II-13 clearly showed that housing demand is being boosted by easy policy, which in the case of some countries has occurred for years: interest rates have remained well below levels that macroeconomic theory would traditionally consider to be in equilibrium, and this has occurred alongside significant household sector leveraging (Chart II-18). As such, in our view, investors should be more inclined to view the global housing market as generally being driven by demand-side rather than supply-side factors. This Is Not 2007/08 … Yet We highlighted in Chart II-2 above that the household sector debt-to-GDP ratio increased sharply last year, which has raised some questions about debt sustainability among investors. For the most part, the rise in this ratio actually reflects denominator effects (namely a sharp contraction in nominal GDP) rather than a huge surge in household debt. Chart II-19 shows BIS data for the annual growth in total household debt in developed economies was roughly stable last year, at least until Q3 (the most recent datapoint available from the BIS). Chart II-18Low Interest Rates Have Fueled Household Leveraging Chart II-19Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Chart II-20US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth But Chart II-19 shows the recent trend in total household debt, which masks diverging mortgage and non-mortgage debt trends. In the US, euro area, Canada, and Sweden, household mortgage debt has accelerated to varying degrees, underscoring that households have likely paid down non-mortgage debt with some of the savings that they have accumulated from a significant reduction in spending on services. Chart II-20 shows this effect directly in the case of the US; mortgage debt growth accelerated by roughly 1.5 percentage points in the second half of the year, whereas consumer credit growth (made up of student loans, auto loans, credit cards, and other revolving credit) decelerated significantly. This aligns with data showing that US households have used some of their savings windfall to pay down their credit card balances. This changing mix within household debt - less higher-interest-rate consumer credit, more lower-interest-rate collateralized mortgage debt – could, on the margin, help mitigate financial stability risks from the housing boom by moderating overall debt service burdens. The starting point for the latter matters, though, in accurately assessing the risks from rising house prices and increased mortgage debt, particularly in countries where household debt levels are already high. According to data from the BIS, the US already has one of the lowest household debt service ratios (7.6%) among the developed economies (Chart II-21).6 This compares favorably to the double-digit debt service ratios in the “higher-risk” countries like Canada (12.6%), Sweden (12.1%) and Norway (16.2%). On top of that, US commercial banks have become far more prudent with mortgage loan underwriting standards since the 2008 financial crisis. The New York Fed’s Household Debt and Credit report shows that an increasing majority of mortgage lending made by US banks since the 2008 crisis has been to those with very high FICO credit scores (Chart II-22). This is in sharp contrast to the steady lending to “subprime” borrowers with poor credit scores that preceded the 2008 financial crisis. The median FICO score for new mortgage originations as of Q1 2021 was 788, compared to 707 in Q4 2006 at the peak of the mid-2000s US housing boom. Chart II-21Diverging Trends In Global Household Debt Servicing Costs Chart II-22US Banks Have Become More Prudent With Mortgage Lending   US bank balance sheets are also now less directly exposed to a fall in housing values. Residential loans now represent only 10% of the assets on US bank balance sheets, compared to 20% at the peak of the last housing bubble (Chart II-23). This puts the US in the “lower-risk” group of countries in Europe, the UK and Japan where mortgages are less than 20% of bank balance sheets. This compares favorably to the “higher risk” group of countries where residential loans are a far larger share of bank assets (Chart II-24), like Canada (32%), New Zealand (49%), Sweden (45%) and Australia (40%). Chart II-23Banks Have Limited Direct Exposure To Housing Here Chart II-24Banks Are Far More Exposed To Housing Here   Like nature, however, the financial ecosystem abhors a vacuum. “Non-bank” mortgage lenders have filled the void from traditional US banks reducing their lending to lower-quality borrowers, and they now represent around two-thirds of all US mortgage origination, a big leap from the 20% origination share in 2007. Non-bank lenders have also taken on growing shares of new mortgage origination in other countries like the UK, Canada and Australia. Chart II-25Global Banks Can Withstand A Housing Shock Non-bank lenders do not take deposits and typically fund themselves via shorter-term borrowings, which raises the potential for future instability if credit markets seize up. These lenders also, on average, service mortgages with a higher probability of default, so they are exposed to greater credit losses when house prices decline. However, the risk of a full-blown 2008-style commercial banking crisis, with individual depositors’ funds at risk from a bank failure, are reduced with a greater share of riskier mortgage lending conducted by non-bank entities. This is especially true with global commercial banks far better capitalized today, with double-digit Tier 1 capital ratios (Chart II-25), thanks to regulatory changes made after the Global Financial Crisis. Net-net, we conclude that the overall financial stability implications of the current surge in house prices in the developed economies are relatively modest on average. The acceleration in mortgage growth has occurred alongside reductions in non-mortgage growth, at a time when banks are better able to withstand a shock from any sustained future downturn in house prices. However, if house prices continue to accelerate and new homebuyers are forced to take on ever increasing amounts of mortgage debt, financial stability issues could intensify in some countries. Services spending will recover in a vaccinated post-COVID world, as economies reopen and consumer confidence improves, which will likely end the trend of falling non-residential consumer debt offsetting rising mortgage debt in countries like the US and Canada. Overall levels of household debt could begin to rise again relative to incomes, building up future financial stability risks when central banks begin to normalize pandemic-related monetary policies – a process that has already started in some countries because of the housing boom. The Monetary Policy Implications Of Surging House Prices Rapidly appreciating house prices are becoming an area of concern for policymakers in countries like Canada and New Zealand, where the affordability of housing is becoming a political, as well as an economic, issue. In the case of New Zealand, the government has actually altered the remit of the Reserve Bank of New Zealand (RBNZ) to more explicitly factor in the impact of monetary policy on housing costs. The Bank of Canada announced in April that it would taper its pace of government debt purchases and signaled that its decision was based, at least in small part, on signs of speculative behavior in Canada’s housing market. Macroprudential measures like limiting loan-to-value ratios of new mortgage loans are a policy option that governments in those countries have already implemented to try and cool off housing demand. Yet while such measures can help alleviate demand-supply mismatches in certain cities and regions, the efficacy of such measures in sustainably slowing the ascent of house prices on a national scale is unclear. In the April 2021 IMF Global Financial Stability Report, researchers estimated that, for a broad group of countries, the implementation of a new macro-prudential measure designed to cool loan demand reduced national household debt/GDP ratios by a mere one percentage point, on average, over a period encompassing four years.7 If macroprudential measures are that ineffective in sustainably reducing demand for mortgage loans, then the burden of slowing house price appreciation will have to fall on the more blunt instruments of monetary policy. Importantly, surging house price inflation is not likely to give a boost to realized inflation measures – an important issue given the current backdrop of rapidly rising realized inflation rates in many countries. Housing costs do represent a significant portion of consumer price indices in many developed countries, ranging from 19% in New Zealand to 33% in the US (Chart II-26), with the euro area being the outlier with housing having a mere 2% weighting in the headline inflation index. Chart II-26A Limited Impact On Actual Inflation From Housing Yet those so-called “housing” categories overwhelmingly measure only housing rental costs and not actual house prices. This is an important distinction because rents – which are often imputed measures like in the US and not even actual rental costs - are rising at a far slower pace than actual house prices in most countries, so the housing contribution to realized inflation is relatively modest. So the good news is that booming house prices will not worsen the acceleration of realized global inflation that has concerned investors and policymakers in 2021. Yet that does not mean that central bankers will not be forced to tighten policy to cool off red-hot housing demand that is clearly being fueled by persistently negative real interest rates. In Chart II-27 and Chart II-28, we show both nominal and real policy interest rates for the “lower risk” and “higher risk” country groupings that we described earlier. The real policy rates are nominal policy rates versus realized headline CPI inflation. The dotted lines in the charts represent the future path of rates discounted by markets. Specifically, the projection for nominal rates is taken from overnight index swap (OIS) forward curves, while the projection for real rates is calculated by subtracting the discounted path of inflation expectations extracted from CPI swap forwards. Chart II-27Markets Discounting Negative Real Rates For The Next Decade Chart II-28Negative Real Rates Are Unsustainable During A Housing Bubble   There are two key takeaways from these charts: Real policy interest rates are at or very close to the most deeply negative levels seen since the 2008 financial crisis. Markets are discounting that real rates will be at or below 0% for most of the next decade. Admittedly, there is room for debate over what the equilibrium level of real interest rates (a.k.a. “r-star”) should be in the coming years. However, we deem it a major stretch to believe that real rates need to be persistently low or negative for the next ten years to support even trend growth across the developed economies. In our view, the current boom in housing demand and mortgage borrowing provides clear evidence that negative real rates are below equilibrium and, thus, are stimulating credit demand. Thus, the only way for a central bank to cool off housing demand will be to raise both nominal and, more importantly, real interest rates. Canada and New Zealand will be the “canaries in the coal mine” among developed market central banks for such a move. According to the latest Bank of Canada Financial Stability Review, nearly 22% of Canadian mortgages are highly levered, with a loan-to-value ratio greater than 450%, a greater share of such mortgages than during the 2016/17 housing boom (Chart II-29). Canadian house prices have risen to such an extent that home prices in major cities like Toronto, Vancouver and Montreal are among the most expensive in North America.8  Stunningly, a recent Bloomberg Nanos opinion poll revealed that nearly 50% of Canadians would support Bank of Canada rate hikes to cool off the red-hot housing market (Chart II-30). The central bank will be unable to resist the pressure to use monetary policy to slam on the brakes of the housing market – investors should expect more tapering and, eventually, rate hikes from the Bank of Canada over at least the next couple of years. Chart II-29Canadians Are Leveraging Up To Buy Expensive Homes Chart II-3050% Of Canadians Want A Rate Hike To Cool Housing   In New Zealand, worsening housing affordability has reached a point where a 20% down payment on the median national house price is equal to 223% of median disposable income (Chart II-31). This is forcing more first-time home buyers to take on levels of mortgage debt that the RBNZ deems highly risky (top panel). Like the Bank of Canada, the RBNZ will prove to be one of the most hawkish central banks in the developed world over the next couple of years as the central bank follows their newly-revised remit to try and cool off housing demand in New Zealand. Who is next? Housing values, measured by the ratio of median national house prices to median national household incomes, are rising in the US and UK but are still below the peaks of the mid-2000s housing bubble (Chart II-32). Meanwhile, housing is becoming more expensive across the euro area, but not in a consistent manner, with valuations in Germany and Spain having increased far more than in France or Italy. Housing valuations have actually improved in Australia over the past couple of years on a price-to-income basis. The most likely candidates for a housing-related hawkish turn are in Scandinavia, with housing valuations in Sweden and Norway closing in on Canada/New Zealand levels. Chart II-31New Zealand Housing Is Wildly Unaffordable Chart II-32Global House Price/Income Ratios Are Trending Higher   Investment Conclusions The current acceleration in global house prices is an inevitable outcome of the extraordinary monetary and fiscal easing implemented during the pandemic. Higher realized inflation is pushing real rates deeper into negative territory in many countries, fueling the demand for housing. Central banks in countries with more stretched housing valuations will be forced to turn more hawkish sooner than expected, leading to tapering and, eventually, rate hikes to cool housing demand. This has negative implications for government bond markets in countries where housing is more expensive and real yields remain too low, like Canada, New Zealand and Sweden (Chart II-33). Investors should limit exposure to government bonds in those markets over the next 6-12 months. Chart II-33Negative Real Yields & Expensive Housing Valuations – An Unsustainable Mix Bond markets in countries where house prices are not rising rapidly enough to force policymakers to turn more hawkish more quickly – like core Europe, Australia and even Japan - are likely to be relative outperformers. The US and UK are “cuspy” bond markets, as housing valuations are becoming more expensive in those two countries but the Fed and Bank of England are not facing the same domestic political pressure to use monetary policy tools to fight the growing unaffordability of housing. That could change, though, if overall household leverage begins to rise alongside house price inflation as the US and UK economies emerge from the pandemic. Current pricing in OIS curves shows that markets expect the RBNZ and Bank of Canada to begin hiking rates in May 2022 and September 2022, respectively (Table II-1). This is well ahead of expectations for “liftoff” from other developed markets central banks, including the Fed in April 2023. The cumulative amount of rate hikes following liftoff to the end of 2024 is highest in Canada, New Zealand, the US and Australia. Those are also countries with currencies that are trading at or above the purchasing power parity levels derived from our currency strategists’ valuation models. This highlights the difficult choice that central bankers facing housing bubbles must confront, as the rate hikes that will help cool off housing demand will lead to currency appreciation that could impact other parts of their economies like exports and manufacturing. Table II-1Hawkish Central Banks Must Live With Currency Strength Tracking the second-round economic consequences of eventual monetary policy actions to control excessive house price inflation, particularly in “higher risk” countries, is likely to be the subject of future Bank Credit Analyst / Global Fixed Income Strategy reports. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Robert Robis, CFA Chief Fixed Income Strategist III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators are very extended, highlighting that investors should expect positive but more modest returns from stocks over the coming 6-12 months. Our monetary indicator has aggressively retreated from its high last year, reflecting a meaningful recovery in government bond yields since last August. The indicator remains above the boom/bust line, however, highlighting that monetary policy remains supportive for risky asset prices. Forward equity earnings already price in a complete earnings recovery, but for now there is no meaningful sign of waning forward earnings momentum. Net revisions remain positive, and positive earnings surprises have risen to their strongest levels on record. Within a global equity portfolio, there has been a modest tick up in global ex-US equity performance, led by European stocks. EM stocks had previously dragged down global ex-US performance, and they continue to languish. Japanese stocks have cratered in relative terms since the beginning of the year, seemingly driven by service sector underperformance resulting from a surge in COVID-19 cases since the beginning of March. While Japanese equity performance may stage a reversal over the coming 3 months as cases counts decline and progress continues on the vaccination front, we expect global ex-US performance to continue to be led by European stocks. The US 10-Year Treasury yield has traded sideways since mid-March, after having risen to levels that were extremely technically stretched. Despite this pause, our valuation index highlights that bonds are still expensive, and that yields could move higher over the cyclical investment horizon if employment growth in Q3/Q4 implies a faster return to maximum employment than currently projected by the Fed. We expect the rise to be more modest than our valuation index would imply, but we would still recommend a short duration stance within a fixed-income portfolio. Commodity prices, particularly copper, lumber, and agricultural commodities, have screamed higher over the past several months. This reflects bullish cyclical conditions, but also pandemic-induced supply shortages that are likely to wane later this year. Commodity prices are extremely technically stretched and sentiment is very bullish for most commodities, suggesting that a breather in commodity prices is likely at some point over the coming several months. US and global LEIs remain in a solid uptrend, and global manufacturing PMIs are strong. Our global LEI diffusion index has declined significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is lagging). Strong leading and coincident indicators underscore that the global demand for goods is robust, and that output is below pre-pandemic levels in most economies because of very weak services spending. The latter will recover significantly later this year, as social distancing and other pandemic control measures disappear. EQUITIES: Chart III-1US Equity Indicators Chart III-2Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators   Chart III-4Revealed Preference Indicator Chart III-5US Stock Market Valuation Chart III-6US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance   FIXED INCOME: Chart III-9US Treasurys And Valuations Chart III-10Yield Curve Slopes Chart III-11Selected US Bond Yields Chart III-1210-Year Treasury Yield ComponentsChart III-13US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets   CURRENCIES: Chart III-16US Dollar And PPP Chart III-17US Dollar And Indicator Chart III-18US Dollar Fundamentals Chart III-19Japanese Yen Technicals Chart III-20Euro Technicals Chart III-21Euro/Yen Technicals Chart III-22Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Chart III-24Commodity Prices Chart III-25Commodity Prices Chart III-26Commodity Sentiment Chart III-27Speculative Positioning   ECONOMY: Chart III-28US And Global Macro Backdrop Chart III-29US Macro Snapshot Chart III-30US Growth Outlook Chart III-31US Cyclical Spending Chart III-32US Labor Market Chart III-33US Consumption Chart III-34US Housing Chart III-35US Debt And Deleveraging   Chart III-36US Financial Conditions Chart III-37Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 The New York Times “Texas, Indiana and Oklahoma join states cutting off pandemic unemployment benefits,” May 18, 2021. 2 The Wall Street Journal, “Shipments Delayed: Ocean Carrier Shipping Times Surge in Supply-Chain Crunch,” May 18, 2021 3 Please see The Bank Credit Analyst "The Modern-Day Phillips Curve, Future Inflation, And What To Do About It," dated December 18, 2020, available at bca.bcaresearch.com 4 To eliminate the pandemic base effect for both series, we adjust the year-over-year growth rates in March and April of this year by comparing them to March and April 2019. 5 Please see Global Investment Strategy "Canada: A (Probably) Happy Moment In An Otherwise Sad Story," dated July 14, 2017, available at gis.bcaresearch.com 6 Importantly, the BIS debt service ratios include the payment of both principal and interest, thus making it a true measure of debt service costs that includes repayment of borrowed funds – a critical issue in countries with high loan-to-value ratios for home mortgages. 7 Please see page 46 of Chapter 2 of the April 2021 IMF Global Financial Stability Report, which can be found here: https://www.imf.org/en/Publications/GFSR/Issues/2021/04/06/global-finan… 8 “Vancouver, Toronto and Hamilton are the least affordable cities in North America: report”, CBC News, May 20, 2021

Highlights Global oil markets will remain balanced this year with OPEC 2.0's production-management strategy geared toward maintaining the level of supply just below demand.  This will keep inventories on a downward trajectory, despite short-term upticks due to COVID-19-induced demand hits in EM economies and marginal supply additions from Iran and Libya over the near term. Our 2021 oil demand growth is lower – ~ 5.3mm b/d y/y, down ~ 800k from last month's estimate – given persistent weakness in realized consumption.  We have lifted our demand expectation for 2022 and 2023, however, expecting wider global vaccine distribution and increased travel toward year-end. The next few months are critical for OPEC 2.0: The trajectory for EM demand recovery will remain uncertain until vaccines are more widely distributed, and supply from Iran and Libya likely will increase this year.  This will lead to a slight bump in inventories this year, incentivizing KSA and Russia to maintain the status quo on the supply side. We are raising our 2021 Brent forecast back to $63/bbl from $60/bbl, and lifting our 2022 and 2023 forecasts to $75 and $78/bbl, respectively, given our expectation for a wider global recovery (Chart of the Week). Feature A number of evolving fundamental factors on both sides of the oil market – i.e., lingering uncertainty over the return of Iranian and Libyan exports and the strength of the global demand recovery – will test what we believe to be OPEC 2.0's production-management strategy in the next few months. Briefly, our maintained hypothesis views OPEC 2.0 as the dominant supplier in the global oil market. This is due to the low-cost production of its core members (i.e., those states able to attract capital and grow production), and its overwhelming advantage in spare capacity, which we reckon will average in excess of 7mm b/d this year, owing to the massive production cuts undertaken to drain inventories during the COVID-19 pandemic. Formidable storage assets globally – positioned in or near refining centers – and well-developed transportation infrastructures also support this position. We estimate core OPEC 2.0 production will average 26.58mm b/d this year and 29.43mm b/d in 2022 (Chart 2). Chart of the WeekBrent Prices Likely Correct Then Move Higher in 2022-23 Chart 2OPEC 2.0 Will Maintain Status Quo The putative leaders of the OPEC 2.0 coalition – the Kingdom of Saudi Arabia (KSA) and Russia – have distinctly different goals. KSA's preference is for higher prices – ~ $70-$75/bbl (basis Brent) to the end of 2022. Higher prices are needed to fund the Kingdom's diversification away from oil. Russia's goal is to keep prices closer to the marginal cost of the US shale-oil producers, who we characterize as the exemplar of the price-taking cohort outside OPEC 2.0, which produces whatever the market allows. This range is ~ $50-$55/bbl. The sweet spot that accommodates these divergent goals is on either side of $65/bbl for this year. OPEC 2.0 June 1 Meeting Will Maintain Status Quo With Brent trading close to $70/bbl, discussions in the run-up to OPEC 2.0's June 1 meeting likely are focused on the necessity to increase the 2.1mm b/d being returned to the market over the May-July period. At present, we do not believe this will be necessary: Iran likely will be returning to the market beginning in 3Q21, and will top up its production from ~ 2.4mm b/d in April to ~ 3.85mm b/d by year-end, in our estimation. Any volumes returned to the market by core OPEC 2.0 in excess of what's already been agreed going into the June 1 meeting likely will come out of storage on an as-needed basis. Libya will likely lift its current production of ~ 1.3mm b/d close to 1.5mm b/d by year end as well. We are expecting the price-taking cohort ex-OPEC 2.0 to increase production from 53.78mm b/d in April to 53.86mm b/d in December, led by a 860k b/d increase in US output, which will take average Lower 48 output in the US (ex-GOM) to 9.15mm b/d by the end of this year (Chart 3). When we model shale output, our expectation is driven by the level of prompt WTI prices and the shape of the forward curve. The backwardation in the WTI forward curve will limit hedged revenues at the margin, which will limit the volume growth of the marginal producer. We expect global production to slowly increase next year, and the year after that, with supply averaging 101.07mm b/d in 2022 and 103mm b/d in 2023.  Chart 3US Crude Output Recovers, Then Tapers in 2023 Demand Should Lift, But Uncertainties Persist We expect the slowdown in realized DM demand to reverse in 2H21, and for oil demand to continue to recover in 2H21 as the US and EU re-open and travel picks up. This can be seen in our expectation for DM demand, which we proxy with OECD oil consumption (Chart 4). EM demand – proxied by non-OECD oil consumption – is expected to revive over 2022-23 as vaccine distribution globally picks up. As a result, demand growth shifts to EM, while DM levels off. China's refinery throughput in April came within 100k b/d of the record 14.2mm b/d posted in November 2020 (Chart 5). The marginal draw in April stockpiles could also signify that as crude prices have risen higher, the world’s largest oil importer may have hit the brakes on bringing oil in. In the chart, oil stored or drawn is calculated as the difference between what is imported and produced with what is processed in refineries. With refinery maintenance in high gear until the end of this month, we expect product-stock draws to remain strong on the back of domestic and export demand. This will draw inventories while maintenance continues. Chart 4EM Demand Will Recovery Accelerates in 2022-23 Chart 8China Refinery Runs Remain Strong COVID-19-induced demand destruction remains a persistent risk, particularly in India, Brazil and Japan. This is visible in the continued shortfall in realized demand vs our expectation so far this year. We lowered our 2021 oil demand growth estimate to ~ 5.3mm b/d y/y, which is down ~ 800k from last month's estimate, given persistent weakness in realized consumption. Our demand forecast for 2022 and 2023 is higher, however, based on our expectation for stronger GDP growth in EM economies, following the DM's outperformance this year, on the back of wider global vaccine distribution year-end (Table 1). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Our supply-demand estimates continue to point to a balanced market this year and into 2022-23 (Chart 6). Given our expectation OPEC 2.0's production-management strategy will remain effective, we expect inventories to continue to draw (Chart 7). Chart 6Markets Remained Balanced Chart 7Inventories Continue To Draw CAPEX Cuts Bite In 2023 In 2023, we are expecting Brent to end the year closer to $80/bbl than not, which will put prices outside the current range we believe OPEC 2.0 is managing its production around (Chart 8). We have noted in the past continued weakness in capex over the 2015-2022 period threatens to leave the global market exposed to higher prices (Chart 9). Over time, a reluctance to invest in oil and gas exploration and production prices in 2024 and beyond could begin to take off as demand – which does not have to grow more than 1% p.a. – continues to expand and supply remains flat or declines. Chart 8By 2023 Brent Trades to /bbl Chart 9Low Capex Likely Results In Higher Prices After 2023 Bottom Line: We are raising our 2021 forecast back to an average of $63/bbl, and our forecasts for 2022 and 2023 to $75 and $78/bbl. We expect DM demand to lead the recovery this year, and for EM to take over next year, and resume its role as the growth engine for oil demand. Longer term, parsimonious capex allocations likely result in tighter supply meeting slowly growing demand. At present, markets appear to be placing a large bet on the buildout of renewable electricity generation and electric vehicles (EVs). If this does not occur along the trajectory of rapid expansion apparently being priced by markets – i.e., the demand for oil continues to expand, however slowly – oil prices likely would push through $80/bbl in 2024 and beyond.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish The Colonial Pipeline outage pushed average retail gasoline prices in the US to $3.03/gal earlier this week, according to the EIA. This was the highest level for regular-grade gasoline in the US since 27 October 2014. According to reuters.com, the cyberattack that shut down the 5,500-mile pipeline was the most disruptive on record, shutting down thousands of retail service stations in the US southeast. Millions of barrels of refined products – gasoline, diesel and jet fuel – were unable to flow between the US Gulf and the NY Harbor because of the attack, which was launched 7 May 2021 (Chart 10). While most of the system is up and running, problems with the pipeline's scheduling system earlier this week prevented a return to full operation. Base Metals: Bullish Spot copper prices remained on either side of $4.55/lb (~ $10,000/MT) by mid-week following a dip from the $4.80/lb level (Chart 11). We remain bullish copper, particularly as political risk in Chile rises going into a constitutional convention. According to press reports, the country's constitution will be re-written, a process that likely will pave the way for higher taxes and royalties on copper producers.1 In addition, unions in BHP mines rejected a proposed labor agreement, with close to 100% of members voting to strike. In Peru, a socialist presidential candidate is campaigning on a platform to raise taxes and royalties. Precious Metals: Bullish According to the World Platinum Investment Council, platinum is expected to run a deficit for the third consecutive year in 2021, which will amount to 158k oz, on the back of strong demand. Refined production is projected to increase this year, with South Africa driving this growth as mines return to full operational capacity after COVID-19 related shutdowns. Automotive demand is leading the charge in higher metal consumption, as car makers switch out more expensive palladium for platinum to make autocatalysts in internal-combustion vehicles. Ags/Softs: Neutral Corn prices continued to be better-offered following last week's WASDE report, which contained the department's first look at the 2021-22 crop year. Corn production is expected to be up close to 6% over the 2020-21 crop year, at just under 15 billion bushels. On the week, corn prices are down ~ 15.3%. Chart 10 Chart 11     Footnotes 1     Please see Copper price rises as Chile fuels long-term supply concerns published 18 May 2021 by mining.com. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

ハイライト 米国は、欧州水準の債券利回りまで、あと1回のデフレーション・ショックを残すのみです。 複数年の視野では、デフレーション・ショックはほぼ確実です。 そのショックはデフレ型になります。仮に当初はインフレ型で始まっても、やがて迅速にデフレに転じるためです。 理由は、インフレ型ショックによる債券利回りの急上昇が、世界の不動産300兆ドル相当の価値を損ない、結果として大規模なデフレーション衝撃を引き起こすからです。 したがって、米国の30年債は最終的に、絶対リターンで概ね100％に近いリターンをもたらすでしょう… …およびコアな欧州および日本の債券に対する相対的リターンでも。 フラクタルトレード候補：株式は債券に対して調整を挟む見込み；コモディティは危険なほど過熱している；USD/CADの買い。 特集 今週のチャート 債券利回りの構造的水準は、持続的なデフレーション・ショックの回数に依存する 債券利回りの構造的水準は、持続的なデフレショックの回数によって決まる。 債券利回りの構造的水準は、持続的なデフレショックの回数によって決まる。 10年前、米国、英国、ドイツの30年債利回りはほぼ同水準の約3％でした。しかし今日ではそれらの利回りは大きく乖離しており、米国は2.3％、英国は1.3％、ドイツは0.3％です。 何が起きたのか？ 2012年、ドイツの債券利回りは英国や米国と分岐しました。ユーロ債務危機によるデフレーション・ショックがユーロ圏に集中したためです。さらに2016年には、ブレグジットによるデフレーション・ショックが英国およびEU27に集中したため、英国の債券利回りが米国から分離しました（今週のチャート）。 債券利回りの『ショック理論』 ここで新たな概念──債券利回りの『ショック理論』──へようこそ。この理論によれば、高格付け国債の構造的利回り水準は、経済が受けた持続的なデフレーション・ショックの回数の関数に過ぎません。各デフレーション・ショックは債券利回りをより低い構造的水準へと押し下げ、下限に達するまでこれが続きます（チャート I-2）。 チャート I-2 各デフレーション・ショックは債券利回りをより低い構造的水準へ押し下げ、下限に達するまで続く 次々と起きるデフレショックは債券利回りをより低い構造的水準へと引き下げ、もはやこれ以上下げられなくなるまで続く。 次々と起きるデフレショックは債券利回りをより低い構造的水準へと引き下げ、もはやこれ以上下げられなくなるまで続く。 2011年以降、米国、英国、ドイツの債券利回りが乖離したのは、米国が英国より1回、ドイツより2回少ないデフレーション・ショックの影響を受けてきたためです。しかし重要な結論は、米国は欧州水準の債券利回りまであと1回のデフレーション・ショックしかない、ということです。 そのデフレーション・ショックが到来し、米国の30年債利回りが英国で記録された最近の安値に達すれば、債券価格は50％超の上昇に相当します。さらにドイツで記録された最近の安値に達すれば、価格上昇は100％を大幅に上回ることになります。 多くの人はそのような上昇は不可能だと言います。しかし10年前、同じ人々が英国やドイツの長期債利回りがゼロ近傍まで低下することはあり得ないと言っていたのを思い出してください。結果はご覧の通りです。 我々の高い確信度を持つ見解は、米国の長期債が最終的に優れた絶対リターンと、欧州および日本のコア債券に対する優れた相対リターンをもたらす、というものです。 その単純な理由は、別のデフレーション・ショックは時間の問題に過ぎない、ということです。 長期投資家は常にショックに備えるべき 大半のストラテジストや投資家は、パンデミックのようなショックは本質的に予測不可能であり、したがって備えることはできないと主張します。 我々はそうは思いません。 確かに、個々のショックの発生時期や性質は本質的に予測不可能です。しかし我々がショックを予測する方法で説明したように、ショックの統計的な分布は高度に予測可能です。 ショックとは何か？確立された定義はないため、我々の定義は、主要国の長期債価格が少なくとも25％上昇または下落する事象とします。1 （チャート I-3）この定義で過去50年を通して見た場合、任意の10年期間におけるショックの回数の統計分布はポアソン（3.33）であり、ショック間の時間の統計分布は指数分布（3.33）です。 チャート I-3 ショックとは長期債価格の25%の変動であり、ショックはおおむね3年ごとに発生する傾向がある ショックとはデュレーションの長い債券の価格が25％変動することであり、ショックはおおむね3年ごとに発生する傾向がある。 ショックとはデュレーションの長い債券の価格が25％変動することであり、ショックはおおむね3年ごとに発生する傾向がある。 したがって、任意の10年期間にショックが発生する確率はほぼ確実な96％です（チャート I-4）。さらに任意の5年期間でも、ショックの発生確率は非常に高い81％です。 チャート I-4 複数年の視野では、ショックはほぼ確実である 債券利回りの「ショック理論」 債券利回りの「ショック理論」 多くの人にとって、これは認知的不協和を生みます。ショックがほぼ確実であっても、その正確な性質や発生時期を思い描けないために、備えることを回避します。しかし長期投資家は常にショックに備えなければなりません。備えないことは許されません。 インフレ型ショックは迅速にデフレ型へ転じる 重要な問題は、次のショックがデフレ型かインフレ型かということです。我々の高確度の見解は、ネットでデフレ型になるというものです。つまり、たとえ当初はインフレ型で始まっても、すぐにデフレ型へ移行するということです。 その単純な理由は、インフレ型ショックによる債券利回りの急上昇が、世界の不動産300兆ドル相当の価値を損ない、結果として大規模なデフレーション衝撃を引き起こすからです。 2010年代の住宅ブームはその浸透力と地域的広がりにおいて前例がなく、北米、欧州、アジア、オーストララシアの都市部、郊外、農村部を同時に包含しました。ほぼすべての地域で価格が倍増した結果、世界の不動産価値は$150兆増加しました（チャート I-5）。そのうち$75兆は債券利回りの低下による評価上昇が原因です（チャート I-6）。文脈化すると、債券利回りの低下は世界の不動産価値を世界GDPに匹敵する規模だけ押し上げたことになります！ チャート I-5 2010年代の住宅ブームで、世界の不動産価値は$150兆増加した… 2010年代の住宅ブームで、世界の不動産の価値は150兆ドルも急増しました... 2010年代の住宅ブームで、世界の不動産の価値は150兆ドルも急増しました... チャート I-6 …そのうち$75兆は債券利回りの低下によるものだった ...そのうち75兆ドルは債券利回りの低下によるものです ...そのうち75兆ドルは債券利回りの低下によるものです 多くの人は不動産や株式などの実物資産はインフレ型ショックで強いと信じていますが、これは誤解です。確かに実物資産が生む収益は名目GDPに追随するはずです。しかし、その収益に対して支払われる評価が現在のように高い水準から始まっている場合、評価は崩壊します。 インフレ型ショック下で所望の実質リターンを生むために必要な初期評価は、価格安定下よりもはるかに低くなります。例えば、低インフレの1990年代・2000年代の株式では、初期の株価収益率（PER）が15であれば、一貫して将来10年の実質リターンが10％となりました。しかし1970年代のインフレショックでは、同じ初期PER15でも実質リターンはゼロでした。実質リターン10％を得るには、初期PERを7に半減させる必要がありました（チャート I-7）。 チャート I-7 1970年代のインフレ型ショックでは評価が崩壊した 1970年代のインフレ・ショックでは、バリュエーションが崩壊した 1970年代のインフレ・ショックでは、バリュエーションが崩壊した 債券利回りは世界の不動産価値を損なうまでどれだけ上昇し得るのか？過去10年で、世界の賃料利回りは世界の長期債利回りから100ベーシスポイント以上乖離したことがありません。2 現在、債券利回りは賃料利回りより約25bp高いため、世界の不動産価格が傷む前に長期債利回りが上昇できるのは最大75bpに過ぎないと推定されます（チャート I-8）。  チャート I-8 世界の不動産価格が損なわれる前に、債券利回りが上昇できるのは最大75bp 世界の不動産価格が悪影響を受ける前に、債券利回りは最大でも75ベーシスポイントしか上昇できない 世界の不動産価格が悪影響を受ける前に、債券利回りは最大でも75ベーシスポイントしか上昇できない 当社の重要な構造的推奨を改めて繰り返すと、米国の長期債は最終的に卓越した絶対リターンと、欧州および日本のコア債券に対する卓越した相対リターンをもたらすでしょう。 カウンタートレンド反転の候補 今週は、株式対債券（MSCIオール・カントリー・ワールド対30年米国債）におけるラリーが、260日フラクタル構造の脆弱性が2008、2010、2013、2020の節目と類似していることから、今後数か月で調整を挟む可能性が高いことに注目します（チャート I-9）。 チャート I-9 株式対債券のラリーは今後数か月で調整に入る可能性が高い 株式と債券のラリーは今後数か月で持ち合いになる可能性が高い。 株式と債券のラリーは今後数か月で持ち合いになる可能性が高い。 また、コモディティから距離を置くよう改めて警告します。すべてのコモディティのラリーが危険なほど過熱しており、2008年に見られたフラクタルの脆弱性の極端さを呈しています（チャート I-10およびチャート I-11）。 チャート I-10 コモディティのラリーは危険なほど過熱している... コモディティのラリーが危険なほど過熱している... コモディティのラリーが危険なほど過熱している... チャート I-11 …2008年に見られたフラクタルの脆弱性の極端さを示している …2008年に見られたフラクタル脆弱性の極端な状態を表示しています …2008年に見られたフラクタル脆弱性の極端な状態を表示しています 現時点で良いトレードはカナダドルのショートです。ルーニーの複合フラクタル構造に基づくと、多くの好材料がすでに織り込まれており、危険なほど過熱したコモディティ市場やカナダ銀行の（タカ派）資産買入のテーパリングを含んでいます。したがって、カナダドルは今後数か月で反転すると予想します（チャート I-12）。 チャート I-12 カナダドルをショート カナダドルをショートする カナダドルをショートする USD/CADをロングし、利益目標と対称的なストップロスを3.7％に設定してください。 Dhaval Joshi チーフ・ストラテジスト 脚注 1 債券利回りが下限に近づくにつれて、このショックの定義は変更する必要があります。長期債価格が25％上昇することが不可能になるためです。 2 ここでの世界の長期債利回りは、米国と中国の30年利回りの平均として定義しています。 フラクタル・トレーディング・システム フラクタルトレード 6か月の推奨 構造的推奨 決済済みフラクタルトレード 決済済みトレード 資産パフォーマンス 株式市場のパフォーマンス   注視すべき指標 - 債券利回り チャート II-1 注視すべき指標 - 債券利回り - ユーロ圏 注目すべき指標 - 債券利回り - ユーロ圏 注目すべき指標 - 債券利回り - ユーロ圏 チャート II-2 注視すべき指標 - 債券利回り - 欧州（ユーロ圏除く） 注目指標 - 債券利回り - 欧州（ユーロ圏を除く） 注目指標 - 債券利回り - 欧州（ユーロ圏を除く）     チャート II-3 注視すべき指標 - 債券利回り - アジア 注目すべき指標 - アジアの債券利回り 注目すべき指標 - アジアの債券利回り チャート II-4 注視すべき指標 - 債券利回り - その他先進国 注目指標 - 債券利回り - その他の先進国 注目指標 - 債券利回り - その他の先進国     注視すべき指標 - 金利見通し チャート II-5 注視すべき指標 - 金利見通し 注目すべき指標 - 金利見通し 注目すべき指標 - 金利見通し チャート II-6 注視すべき指標 - 金利見通し 注目すべき指標 - 金利見通し 注目すべき指標 - 金利見通し     チャート II-7 注視すべき指標 - 金利見通し 注目すべき指標 - 金利見通し 注目すべき指標 - 金利見通し チャート II-8 注視すべき指標 - 金利見通し 注目すべき指標 - 金利見通し 注目すべき指標 - 金利見通し    

Highlights US natural gas prices will remain well supported over the April-October injection season, as the global economic expansion gains traction, particularly in Europe, which also is refilling depleted storage levels. China's natgas demand is expected to rise more than 8% yoy, and EM Asia consumption also will be robust, which will revive US liquified natural gas (LNG) exports. Exports of US light-sweet crude into the North Sea Brent pricing pool – currently accounting for close to half the physical supply underpinning the global oil-price benchmark – also will increase over the course of the year, particularly in the summer, when maintenance will markedly reduce the physical supply of crudes making up the Brent index. At the margin, coal demand will increase in the US, as industrial natgas demand and LNG exports incentivize electric generators to favor coal. Higher-than-expected summer temperatures in the US also would boost coal demand.  This will be tempered somewhat in Europe, where carbon-emissions rights traded through €50/MT for the first time this week on the EU's Emission Trading System (ETA). We expect US LNG and oil exports to revive this year (Chart of the Week) and remain long natgas in 1Q22. Feature The importance of US LNG and crude oil exports out of the US Gulf to the global economy is only now becoming apparent. As demand for these fossil fuels grows and the supply side continues to confront a highly uncertain risk-reward tradeoff, their importance will only grow. In natgas markets, US LNG cargoes out of the US Gulf balanced demand coming from Asia and Europe this past winter, which was sharply colder than expected and stretched supply chains globally. As a widening economic recovery from the COVID-19 pandemic spurs industrial, residential and commercial demand, and inventories in Europe and Asia are re-built in preparation for next winter, US LNG exports will be called upon to meet increasing demand, particularly since they are priced attractively vs regional importing benchmarks, with differentials vs the US presently $4+/MMBtu vs Europe and $5+/MMBtu vs Asia (Chart 2).1 Chart of the WeekUS LNG, Oil Export Growth Will Rebound Chart 2Lower US Natgas Prices Encourage LNG Exports In oil markets, an ongoing kerfuffle in the pricing of Brent Blend brought about by falling North Sea crude oil production makes American light-sweet crude oil exports from the Gulf (i.e., WTI produced mostly in the Permian Basin) account for almost half of the physical supplies in this critical benchmark-pricing market.2 US LNG Exports Will Increase US natural gas prices will remain well supported as the global economic expansion gains traction, and the US and Europe open the April-October injection season well bid (Chart 3). US inventories are expected to end the Apr-Oct injection season at just over 3.7 TCF according to the EIA, very close to where they ended the 2020 injection season. Chart 3US, Europe Rebuild Storage Higher US LNG exports, industrial, commercial and residential demand will be offset by lower consumption from electric generators this year, netting to a slight decline in overall demand. The EIA expects generators to take advantage of lower generating costs to be had burning coal to produce electricity, a view we share given the current differentials in the forward curves for each fuel (Chart 4).3 On the supply side, the EIA's expecting output to remain unchanged from last year at just under 91.5 BCF/d in 2021. Higher LNG exports, even as generator demand is falling, pushes prices higher this year – averaging $3.04/MMBtu this year – which leads to a slight increase in output in 2022. For our part, we continue to expect higher prices during the November-March heating season than currently are clearing the market and remain long 1Q22 $3.50/MMBtu calls vs. short $3.75/MMbtu calls. As of Tuesday night, when we mark to market, this position was up 20.8% since inception on 8 April 2021. Chart 4Lower Prices Will Favour Increased Coal Demand Natgas demand could surprise on the upside during the injection season if air-conditioning demand comes in stronger than expected and production remains essentially unchanged this year. This could reduce LNG exports and slow the rate of inventory refill in the US, which could further advantage coal as a burner fuel for generators in the US. The US National Weather Service's Climate Prediction Center expects above-average temperatures for most of the US population centers this summer (Chart 5). This could become a semi-permanent feature of the market if current temperature trends persist (Chart 6). Based on analyses’ run by the NOAA's National Centers for Environmental Information, 2021 "is very likely to rank among the ten warmest years on record," with lower (6%) odds of ranking in the top five hottest years on record.4 Chart 5Odds Of Hotter Summer Rising Chart 6Higher Global Temperatures Could Become A Recurring Phenomenon The Crude Kerfuffle As the Chart of the Week shows, US exports of light-sweet crude oil peaked at ~ 3.7mm b/d in February 2020, just before the COVID-19 pandemic hit the world full force. Exports out of the US Gulf – i.e., WTI priced against the Midland, TX, gathering hub – accounted for ~ 95% of these volumes. With exports currently running ~ 2.5mm b/d, more than 1mm b/d of readily available export capacity remains in place. Additional volumes will be developed as dredging of the Corpus Christi, TX, progresses. While the surge in US crude oil production has subsided in the wake of the pandemic, it most likely will revive as the markets return to normal operating procedure, additional dredging operations are completed, and storage facilities are built out.5 Existing and additional export capacity of the US's light-sweet crude could not arrive at a more opportune time for the Brent market, which remains in a state of uncertainty as to whether markets will have to adjust to CIF contracts or a work-around to the existing FOB pricing regime, which can be augmented to accommodate increasing WTI volumes.6 This will have to be sorted, as this is the future of the market's most important pricing index (Chart 7). The buildout in crude-oil exporting capacity – and natgas LNG exporting capacity, for that matter – ideally accommodates shale-oil- and -gas assets, which can be ramped up quickly to meet demand, and ramped down quickly as demand falters. The quick payback – 2 to 3 years – on these investments allow the producers to expand and contract output without the massive risks longer-lived conventional assets impose. As OPEC 2.0's spare capacity is returned to the market, this will be a welcome feature of a market that most likely will require oil and gas supplies for decades, despite the uncertainty attending oil-and-gas capex during the transition to a low-carbon energy future. Chart 7Permian Replaces North Sea Losses Bottom Line: As the future of hydrocarbons evolves, the LNG and crude oil exported from the US Gulf will occupy an increasingly important role in these markets. Oil and gas producers are making capex decisions under increasingly uncertain conditions, which favor exactly the type of resources that have propelled the US to the position of the world's largest producer of these fuels – i.e., shale-oil and -gas. Production from these resources can be ramped up and down quickly as prices dictate, and have quick paybacks (2-3 years), which means capital is not tied up for decades as a return is earned.7   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 begins returning 2mm b/d to the market this month, expecting to be done by July. Half of these volumes are accounted for by Saudi Arabia, which voluntarily cut output by 1mm b/d earlier in the year to help balance the market. In line with our maintained hypothesis that OPEC 2.0 prefers prices inside the $60-$70/bbl price band, we expect the return of curtailed production to be front-loaded so as to bring prices down from current levels approaching $70/bbl for Brent (Chart 8). If, as we expect, demand recovers sooner than expected as Europe leans into its vaccination program, additional barrels will be returned to the market to get prices closer to a $60-$65/bbl range. Base Metals: Bullish The International Copper Study Group (ICSG) forecast copper mine production will increase by ~ 3.5% in 2021 and 3.7% in 2022, after adjusting for historical disruption factors. This forecasted increase – after three years of flat mined production growth – is due to a ramp-up of recently commissioned and new copper mines becoming operational in 2021. An improvement in the pandemic situation by 2022 will also boost mined copper production, according to the ICSG. 2020 production remained flat as recoveries in production in some countries due to constrained output in 2019 balanced the negative impacts of the pandemic in others. In Chile, the largest copper producer, state-owned Codelco and Collahuasi reported strong results in March. However, this was countered by a continued downturn at BHP’s Escondida. The world’s largest copper mine saw a drop in production for the eighth consecutive month. This mixed output resulted in a decline in total production of 1.2% year-on-year in March. Precious Metals: Bullish COMEX palladium touched a record high during intraday trading on Tuesday, reaching $3,019/oz due to continued tight market conditions (Chart 9). On the supply side, Nornickel is recovering from flooded mines, which occurred in February. By mid-April, one of the two affected mines was operating at 60% capacity; however, the company's other mine is only expected to come back online by early June. On the demand side, strength in US vehicle sales and a global economic recovery from the pandemic buoyed the metal used in catalytic converters. Palladium prices closed at $2,981.60/oz on Tuesday. Ags/Softs: Neutral Corn again traded above $7/bu earlier in the week on the back of drought-like dry weather conditions in Brazil's principal growing regions and surging US exports, according to Farm Futures. Chart 8 Chart 9   Footnotes 1     Stronger demand from China – where consumption is expected to rise more than 8% yoy – and EM Asia will continue to support LNG demand through the year.  S&P Global Platts Analytics expects Chinese natural gas demand to reach 12,713 Bcf in 2021, up 8.4% from the previous year.  Chinese national oil company Sinopec is slightly more conservative in its outlook, expecting gas demand of ~ 12,006-12,184 Bcf in 2021, up 6-8% from 2020.  China’s average annual increase in natural gas demand is expected to exceed 716 Bcf in the 14th FYP and reach 15,185 Bcf in 2025. 2     Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies for a discussion. 3    In Chart 3, we plot a rough measure of coal- vs natgas-fired generation economics for these fuels based on their average operating heat rates published by the EIA. We would note that a carbon tax would erase much of the benefit accruing to coal at this point in time. 4    Please see NOAA's Global Climate Report - March 2021. 5    Please see Low Rider - Corpus Christi's Ship Channel Dredging Will Streamline Crude Oil Exports published by RBN Energy 3 May 2021. 6    The OIES analysis cited above concludes, "… the volumes of the FOB deliverable crudes are diminishing and some change, bolstering the contract is certainly needed. The most likely compromise is to retain the existing FOB Brent with an inclusion of CIF WTI Midland assessment, netted back to an FOB equivalent North Sea value."  We agree with this assessment.  Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies, p. 8. 7     Please see Is shale activity actually profitable? Size matters, says Rystad published 7 February 2019.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights Rising CO2 emissions on the back of stronger global energy growth this year will keep energy markets focused on expanding ESG risks in the buildout of renewable generation via metals mining (Chart of the Week).   EM energy demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth.  Demand in DM economies will fall 3% this year vs 2019 levels.  Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA.  Rising energy demand will be met by higher fossil-fuel use, with coal demand increasing by more than total renewables generation this year and accounting for more than half of global energy demand growth. Demand for renewable power will increase by 8,300 TWh (8%) this year, the largest y/y increase recorded by the IEA.  As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.1  Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Feature Energy demand will recover much of the ground lost to the COVID-19 pandemic last year, according to the IEA.2 Most of this is down to successful rollouts of vaccination programs in systemically important economies – e.g., China, the US and the UK – and the massive fiscal and monetary stimulus deployed to carry the global economy through the pandemic. The risk of further lockdowns and uncontrolled spread of variants of the virus remains high, but, at present, progress continues to be made and wider vaccine distribution can be expected. The IEA expects a global recovery in energy demand of 4.6% this year, which will put total demand at ~ 0.5% above 2019 levels. The global rebound will be led by EM economies, where demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth. Energy demand in DM economies will fall 3% this year vs 2019 levels. Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA. Chart of the WeekGlobal CO2 Emissions Will Rebound Post-COVID-19 Coal demand will lead the rebound in fossil-fuel use, which is expected to account for more than total renewables demand globally this year, covering more than half of global energy demand growth. This will push CO2 emissions up by 5% this year. Asia coal demand – led by China's and India's world-leading coal-plant buildout over the past 20 years – will account for 80% of world demand (Chart 2). Chart 2China, India Lead Coal-Fired Generation Buildout Demand for renewable power will post its biggest year-on-year gain on record, increasing by 8,300 TWh (8%) this year. This increase comes at the back of roughly a decade of an increasing share of electricity from renewables globally (Chart 3). As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.3 Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Chart 3Share of Electricity From Renewables Has Been Increasing ESG Risks Increase With Renewables Buildout Governments have pledged to invest vast sums of money into the green energy transition, to reduce fossil fuels consumption and deforestation, thus curbing temperature increases. In addition, banks have pledged trillions will be made available to support the buildout of renewable technologies over the coming years. The World Bank, under the most ambitious scenarios considered (IEA ETP B2DS and IRENA REmap), projects that renewables, will make up approximately 90% of the installed electricity generation capacity up to 2050. This analysis excludes oil, biomass and tidal energy. (Chart 4). Building these renewable energy sources will be extremely mineral intensive (Chart 5). Chart 4Renewables Potential Is Huge … While we have highlighted issues such as a lack of mining capex and decreasing ore grades in past research – both of which can be addressed by higher metals and minerals prices – the environmental, social and governance (ESG) risks posed by mining are equally important factors for investors, policymakers and mining companies to consider.4 The mining industry generally uses three principal sources of energy for its operations – diesel fuel (mostly in moving mined ore down the supply chain for processing), grid electricity and explosives. Of these three, diesel and electricity consumption contributes substantially to mining’s GHG emissions. In the mining stage, land clearing, drilling, blasting, crushing and hauling require a considerable amount of energy, and hence emit the highest amounts of greenhouse gases (GHGs). Chart 5… As Are Its Mineral Requirements The Environmental Impact Of Mining Under the scenarios depicted in Chart 5, copper suppliers could be called on to produce approximately 21mm MT of the red metal annually between now and 2050, which is equivalent to a 7% annual increase of supplies vs. the 2017 reference year shown in the chart. Mining sufficient amounts of copper, a metal which is critical to the renewable energy buildout, both in terms of quantity and versatility, will test miners' and governments' ability to extract sufficient amounts of ore for further processing without massively damaging the environment or indigenous populations' habitats (Chart 6). Chart 6Copper Spans All Renewables Technologies A recent risk analysis of 308 undeveloped copper orebodies found that for 180 of the orebodies – roughly equivalent to 570mm MT of copper – ore-grade risk was characterized as moderate-to-high risk.5 High risk implies a lower concentration of metal in the ore deposits. Mining in ore bodies with lower copper grades will be more energy intensive, and thus will emit more greenhouse gases. Table 1 is a risk matrix of the 40 mines that have the most amount of copper tonnage in this analysis: 27 of these mines displayed in the matrix have a medium-to-high grade risk. Table 1Mining Risk Matrix Another analysis established a negative relationship between the ore-grade quality and energy consumption across mines for different metals and minerals.6 This paper found that, as ore grade depletes, the energy needed to extract it and send it along the supply chain for further processing is exponentially higher (Chart 7). Lastly, a recent examination found that in 2018, primary metals and mining accounted for approximately 10% of the total greenhouse gases. Using a case study of Chile, the world’s largest producer of the red metal, the researchers found that fuel consumption increased by 130% and electricity consumption per unit of mined copper increased by 32% from 2001 to 2017. This increase was primarily due to decreasing ore grades.7 As ore grades continue to fall, these exponential relationships likely will persist or become more significant. Chart 7Energy Use Rises As Ore Quality Falls Bottom Line: While technology can improve extraction, it cannot reduce the minimum energy required for the mining process. This increased energy use will contribute to the total amount of CO2 and other GHGs emitted in the process of extracting the ores required to realize a low-carbon future. Trade-Off Between CO2 Emissions And Economic Development A recent Reuters analysis highlights the gap between EM and DM from the perspective of their renewable energy transition priorities.8 Of the 17 UN Sustainable Development Goals (SDGs), “Taking action to combat climate change” takes precedence over the rest for DM economies. This is largely because they have already dealt with other energy and income intensive SDGs such as improvements in healthcare and poverty reduction. The large scale of unmet energy demand in developing countries poses a huge challenge to controlling CO2 emissions. The populations of these countries are growing fast and are projected to continue increasing over the next three decades. Rising populations, make the issue of a "green-energy transition" extremely dynamic – i.e., not only do EM economies need to replace existing fossil fuels, but they also need to add enough extra zero-emission fuel sources to meet the growth in energy demand. Bottom Line: Coupled with the increased amount of energy required to mine the same amount of metal (due to lower ore grades), rising energy demand resulting from a burgeoning population in EM economies - which use fossil fuels to meet their primary needs - will require more metals to be mined for the renewable energy transition. This will further increase the amount of carbon dioxide and other greenhouse gas emissions from mine activity, and increase the risk to indigenous populations living close-by to the sources of this new metals supply. ESG risks will increase as a result, presenting greater challenges to attracting funding to these efforts.   Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 was expected to stick with its decision to return ~ 2mm b/d of supply to the market at its ministerial meeting Wednesday. Markets remain wary of demand slowing as COVID-19-induced lockdowns persist and case counts increase globally. The production being returned to market includes 1mm b/d of voluntary cuts by Saudi Arabia, which could, if needs be, keep barrels off the market if demand weakens. Base Metals: Bullish Front-month COMEX copper is holding above $4.50/lb, after breaching its 11-year high earlier this week. The proximate cause of the initial lift above that level was news of a strike by Chilean port workers on Monday protesting restrictions on early pension-fund drawdowns, according to mining.com. After a slight breather, prices returned to trading north of $4.50/lb by mid-week. Last week, we raised our Dec21 COMEX copper price forecast to $5.00/lb from $4.50/lb. Separately, high-grade iron ore (65% Fe) hit record highs, while the benchmark grade (62% Fe) traded above $190/MT earlier in the week on the back of lower-than-expected production by major suppliers and USD weakness. Steel futures on the Shanghai Futures Exchange hit another record as well, as strong demand and threats of mandated reductions in Chinese steel output to reduce pollution loom (Chart 8). Precious Metals: Bullish Rising COVID cases, especially in India, Brazil and Japan are increasing gold’s safe-haven appeal (Chart 9). The US CFTC, in its Commitment of Traders (COT) report for the week ending April 20, stated that speculators raised their COMEX gold bullish positions. At the end of the two-day FOMC meeting, the Fed decided against lifting interest rates and withdrawing support for the US economy. However, officials sounded more optimistic about the economy than they did in March. The decision did not give any sign interest rates would be lifted, or asset purchases would be tapered against the backdrop of a steadily improving economy.  Net, this could increase demand for gold, as inflationary pressures rise. As of Tuesday’s close, COMEX gold was trading at $1778/oz. Ags/Softs: Neutral Corn and bean futures settled down by mid-week after a sharp rally earlier. After rising to a new eight-year high just below $7/bushel due to cold weather in the US, and fears a lower harvest in Brazil will reduce global grain supplies, corn settled down to ~ $6.85/bu at mid-week trading. Beans traded above $15.50/bu earlier in the week, their highest since June 2014, and settled down to ~ $15.36/bu by mid-week. Attention remains focused on global supplies. The uptrend in grains and beans remains intact. Chart 8 Chart 9   Footnotes 1     Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 2     Please see Global Energy Review 2021, the IEA's Flagship report for April 2021. 3    Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 4    We discussed these capex issues in last week's research, Copper Headed Higher On Surge In Steel Prices, which is available at ces.bcaresearch.com. 5    Please see Valenta et al.’s ‘Re-thinking complex orebodies: Consequences for the future world supply of copper’ published in 2019 for this analysis. 6    Please see Calvo et. al.’s ‘Decreasing Ore Grades in Global Metallic Mining: A Theoretical Issue or a Global Reality?’ published in 2016 for this analysis. 7     Please see Azadi et. al.’s ‘Transparency on greenhouse gas emissions from mining to enable climate change mitigation’ published in 2020 for this analysis. 8    Please see John Kemp's Column: CO2 emission limits and economic development published 19 April 2021 by reuters.com.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

ハイライト 継続中かつ予想される財政・金融刺激策とCOVID-19対策の進展を受けた世界成長の強まりは、主要データ提供者による今年の石油需要前提を押し上げています。 当社は本月の需給バランスで2021年の世界需要見積りを64万b/d引き上げて98.25mm b/dとし、OPEC 2.0が脆弱な回復を乱さないようにブレント価格を$60/bbl付近に保つための必要な調整を行うと想定しています。 当社の2022年および2023年のブレント予測はそれぞれ$65/bbl、$75/bblで維持します。 コモディティ市場は、米国、ロシア、中国およびそれらの関係国・同盟国を巻き込む武力衝突の高まる確率を無視しています。ロシアはウクライナ国境に軍を集結させ、米国に干渉するなと警告しました。中国はフィリピン沖に戦艦を集結させ、台湾の防空識別圏への侵入を続けており、米軍を緊張させています。意図的あるいは偶発的な交戦が発生すれば石油価格は急騰します。 価格は上下双方にリスクがあふれています。武力衝突のリスクに加え、ワクチン配布の加速は回復を前倒しし、当社予測を超える価格上昇をもたらす可能性があります。一方で、ブラジル、インド、欧州での死亡者数および入院者数の上昇が示すように、COVID-19によるロックダウン再発の下振れリスクは依然として存在します（今週のチャート）。 特集 石油需要推計—当社の推計も含め—は、主要経済におけるCOVID-19の抑制に向けた測定可能な進展と、特に米国発の潤沢な財政・金融刺激策を受けて回復しています。1 IMFのGDP上方修正を受け、本月の需給バランスで当社は2021年の世界需要見積りを64万b/d引き上げて98.25mm b/dとしました。当社のモデリングでは、脆弱な回復を損なわないようにブレント価格を$60/bbl付近に保つために、サウジアラビア王国（KSA）とロシアが主導する生産者連合であるOPEC 2.0が必要な調整を行うと想定しています。 通常とは異なり、石油需要回復の初期段階は先進国市場（DM）がけん引すると見ています。先進国の代理としてOECDの石油消費を用いています（チャート2）。その後、来年以降は新興市場（EM）経済が再び成長を主導し、2023年にかけて続きます。 今週のチャート COVID-19の死者数・入院者数が世界的回復を脅かす 原油価格の上振れリスクが高まっている 原油価格の上振れリスクが高まっている チャート2 先進国（DM）の需要が今年急増 DMの需要が今年急増 DMの需要が今年急増 OPEC 2.0の余剰生産能力の吸収 当社はサウジアラビア王国（KSA）とロシアが主導する生産者連合であるOPEC 2.0を市場で支配的な生産者としてモデリングし続けています。今年予想する成長はOPEC 2.0の余剰生産能力のかなりの部分を吸収する見込みであり、その大半—約8mm b/dのうち約6mm b/d—がKSAにあります（チャート3）。 主要生産国の余剰生産能力は、米国のシェール生産者がリグと人員を動員して新規生産を集積ラインや主要パイプラインに導入するよりも速く、回復する需要に対応することを可能にします。 当社は米国のシェール生産者を市場価格を受け入れるコホート（価格受容群）としてモデル化しており、市場が許す限り生産すると想定しています。2020年に9.22mm b/dまで落ち込んだ米国生産は、今年9.56mm b/d、2022年に10.65mm b/d、2023年に11.18mm b/dまで回復すると見ています（チャート4）。米国内コンチネンタル産（Lower 48）の生産成長はシェールが主導し、各年とも米国総生産の約80%を占める見込みです。 チャート3 コアOPEC 2.0の余剰生産能力がまず需要増に反応する OPEC 2.0のコア予備生産能力は需要の増加に最初に反応する OPEC 2.0のコア予備生産能力は需要の増加に最初に反応する チャート4 シェールは価格受容群における限界供給源 シェールは価格受容群における限界バレルである シェールは価格受容群における限界バレルである 供給面でのOPEC 2.0の支配的地位は、余剰生産能力が枯渇するまでは非連合生産者に経済的地代を奪われることを許さず、非連合生産者にとっては抑制要因となります。その後、価格受容群は資本を呼び込む能力が限られているため、内部留保から多くの探査・生産（E+P）活動を賄う可能性が高いと考えられます。株主は配当の維持・成長、あるいは株式買戻しによる資本還元を要求し続けるでしょう。これが収益性のある企業に生産成長を限定する要因になります。 当社はOPEC 2.0連合の生産規律が供給を需要のわずか下にとどめ、在庫が減少し続けるようにするだろうと見ています。これはCOVID-19パンデミックで需要が破壊されたにもかかわらず実際に起きたことです（チャート5）。これらのモデリング前提から、当社は供給と需要が2023年にかけて均衡へ向かって動き続けると予想しています（表1）。 チャート5 2021年の需給バランス 2021年の需給バランス 2021年の需給バランス 表1 BCA 世界原油 需給バランス（MMb/d、ベースケース） 原油価格の上方リスクが高まっている 原油価格の上方リスクが高まっている 当社はこの需給均衡化が恒常的な物理的不足を誘発し、在庫は2023年にかけて減少し続けると予想しています（チャート6）。在庫が取り崩されるにつれて、OPEC 2.0の支配的な生産者地位はブレントおよびWTIのフォワードカーブをバックワーデーションに保つことを可能にします（チャート7）。2 当社は2022年および2023年のブレント予測をそれぞれ$65/bbl、$75/bblで維持しています（チャート8）。 チャート6 OPEC 2.0の政策は供給を需要の下に置き続ける... OPEC 2.0政策は供給を需要より下回る水準に保ち続けている… OPEC 2.0政策は供給を需要より下回る水準に保ち続けている… チャート7 OECD在庫は2023年までに減少 OECD Inventories Fall to 2023 OECD Inventories Fall to 2023 チャート8 世界経済回復に伴いブレント予測は上昇 世界経済の回復に伴い、ブレントは上昇が予想される 世界経済の回復に伴い、ブレントは上昇が予想される 価格の両方向リスクが充満 当社見解には上振れおよび下振れのリスクが数多くあります。 上振れの例として、英国と米国のワクチン配布の立ち上げ方が示唆に富みます。 両国とも当初はつまづきました。特に米国は1月時点でも戦略が整っていないように見えました。米国が調達と配布を本格化させると接種率は急上昇し、現在では米国内で「通常の」独立記念日（Fourth of July）を迎える見通しにあるようです。英国は今週再開を開始しました。両国は2021年第3四半期に集団免疫を達成すると予想されています。3 調達と配布を誤ったEUは、英国と米国の教訓から利益を得て2021年第4四半期に集団免疫を達成するとマッキンゼーの調査は示しています。このスケジュールの前倒しは、より強い成長と当社予測を上回る石油価格につながるでしょう。 次の大きな課題は、パンデミックが加速し変異株の発生・拡散に理想的な環境を提供している新興経済地域（特にそのような地域）にワクチンを供給することです。ブラジル、インド、欧州での死亡者数・入院者数の上昇が示すように、大規模なCOVID-19によるロックダウンの再発リスクは依然として残ります。 戦の狼煙（Cry Havoc） 当社が見るもう一つの大きな上振れリスクは、米国、ロシア、中国およびそれらの関係国・同盟国を巻き込む武力衝突です。 現時点でコモディティ市場はこれらのリスクを無視しています。戦争のレベルには達していないにせよ、機動的な交戦―航空機が撃墜されたり南シナ海で艦船が交戦するような事態―の確率は日々高まっています。 これは驚くべきことではなく、当社の同僚であるBCAリサーチの地政学ストラテジー（Geopolitical Strategy）が最近指摘した通りです。4 実際、マット・ガートケン（Matt Gertken）が率いる当該サービスは、バイデン政権が就任直後からロシアと中国によってこの種の試練にさらされるだろうと警告していました。 ロシアはウクライナ国境に軍を集結させ、米国に干渉するなと警告しています。中国はフィリピン沿岸に軍艦を集結させ、台湾の防空識別圏への侵入を続けており、米軍を緊張させています。米露、米中間の政治対話はますます激しくなっており、近い将来に和らぐ兆しは見えません。意図的であれ偶発的であれ交戦が発生すれば戦争の遁走を許し、石油価格は一時的に急騰する可能性があります。 最後に、当社が想定するようにイランが核合意（すなわち共同包括的行動計画：JCPOA）を西側諸国と再締結できれば、イランは「正式な」石油輸出国としての復帰を余儀なくされ、OPEC 2.0はこれを受け入れざるを得なくなります。JCPOAは2018年に当時のトランプ大統領によって破棄されました。 これは困難を伴う可能性があります。当社は2014–16年の石油価格崩壊が、サウジが市場シェア戦争を仕掛けて価格を暴落させ、2010年末から2014年半ばにかけて続いた1バレル当たり$100超の価格をイランに許さないための行動だったと考えています。OPEC 2.0、特にKSAは米国–イラン交渉に公には関与していません。しかし2014年に開始された壊滅的な市場シェア戦争の後、KSAおよびOPEC 2.0はJCPOA後にイランの市場復帰を受け入れたことを想起する価値があります。   ロバート・P・ライアン チーフ コモディティ＆エネルギー・ストラテジスト rryan@bcaresearch.com アシュウィン・シャイアム リサーチアソシエイト コモディティ＆エネルギー戦略 ashwin.shyam@bcaresearch.com   コモディティ概況 エネルギー： 強気 ブレントとWTI価格は、EIAの週間石油在庫報告が2021年4月9週終わりで米国の原油・製品在庫が910万バレル減少したことを示した後に急騰しました。これは商業用原油と蒸留油在庫の大幅な取り崩し（それぞれ590万バレル、210万バレル）が主導しました。これらの取り崩しは過去一週間に主要データ機関（EIA、IEA、OPEC）による世界需要の概ね強気な上方修正を背景としています。これらの評価は、精製製品需要、すなわち「product supplied」が4月9週終わりで日量110万b/d跳ね上がったというEIAデータに裏付けられています。ジョンソン＆ジョンソンの接種問題という挫折があったにもかかわらずワクチン配布が勢いを増しており、在庫の取り崩しと需要改善が上昇の触媒となったようです。米ドルの弱含みや米国の実質金利低下も追い風になりました。 ベースメタル： 強気 今週初めニッケル価格は下落しました。中国の国営新華社通信が中国の李克強首相が上昇するコモディティ価格の中で原材料市場の規制強化の必要性を強調したと報じ、企業の業績に圧力がかかっているとのことでした（チャート9）。この発言は中国のトップ経済顧問である劉鶴が先週コモディティ価格の追跡を当局に求めた後に出たものです。ニッケル価格はこの報を受けて今週初めにトン当たり約$500下落し、ロンドン金属取引所の取引で火曜日終値時点で$16,114.5/MTで取引されていました。他のベースメタルはこのニュースの影響を受けませんでした。 貴金属： 強気 今週初めに発表された3月の米国インフレデータを受けて米ドルと10年物米国債利回りは低下しました。米国の消費者物価は約9年ぶりの大幅上昇を記録しました。インフレヘッジ需要と米ドル・債利回りの低下が金の購入における機会費用を下げたことが金価格を押し上げました（チャート10）。この不確実性と米国の財政刺激策によるインフレ圧力の高まりが金需要を増加させます。スポットのCOMEX金は火曜日終値で$1,746.20/ozで取引されていました。 穀物・ソフトコモディティ： 中立 USDAの報告によると、米国のトウモロコシ期末在庫は13.5億ブッシェルで、市場予想の13.9億ブッシェルや先月の省の1.50億ブッシェル推定を下回っています（agriculture.comの集計）。世界のトウモロコシ在庫は2.839億トンで、市場予想の2.845億トンおよび省の推定2.876億トンを下回りました。 チャート9 ベースメタルは強気に動く ベースメタルは強気になっている ベースメタルは強気になっている チャート10 金価格の上昇 金価格が上昇へ 金価格が上昇へ   脚注 1     当社が2021年4月8日に発表したUS-Russia Pipeline Standoff Could Push LNG Prices Higherをご覧ください。簡単に言えば、IMFは今年および来年の成長率見通しをそれぞれ6%と4.4%に引き上げ、2021年1月の更新時点と比べてほぼ1ポイントの上方修正を行いました。 2     バックワーデーションのフォワードカーブ—先物の期近価格が期先価格を上回る状態—は需給タイトさを示す市場のシグナルです。精製業者が将来よりも今の原油の入手を高く評価していることを意味します。これはちょうど投資家が明日引き渡される1ドル札に対して1ドルを支払うことを好み、1年後に引き渡される同じ1ドル札には今日98セントしか払わないかもしれないのと同じダイナミクスです。 3    マッキンゼー・アンド・カンパニーが2021年3月26日に発表したWhen will the COVID-19 pandemic end?をご参照ください。 4    BCAの地政学ストラテジーが2021年4月2日に発表した先見的な分析The Arsenal Of Democracyをご覧ください。同レポートは、バイデン政権は中国/台湾、ロシア、イラン、さらには北朝鮮に関する初期のストレス・テストに直面していると指摘しています。ゲーム理論は金融市場が台湾海峡での危機の60%の確率を無視できない理由を説明するのに役立ちます。全面戦争の確率は依然低いものの、台湾は世界で最も重要な地政学的リスクであり続けます。   投資見解とテーマ 推奨事項 戦略的推奨 タクティカルトレード コモディティ価格とプレイ参考表 2021年にクローズしたトレード クローズしたトレードの概要 より高いインフレが到来 より高いインフレが到来